BibTeX records: Ender Konukoglu

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@article{DBLP:journals/mia/ZhouLBLUK23,
  author       = {Tianfei Zhou and
                  Liulei Li and
                  Gustav Bredell and
                  Jianwu Li and
                  Jan Unkelbach and
                  Ender Konukoglu},
  title        = {Volumetric memory network for interactive medical image segmentation},
  journal      = {Medical Image Anal.},
  volume       = {83},
  pages        = {102599},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.media.2022.102599},
  doi          = {10.1016/J.MEDIA.2022.102599},
  timestamp    = {Sat, 13 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/ZhouLBLUK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ChaitanyaEKK23,
  author       = {Krishna Chaitanya and
                  Ertunc Erdil and
                  Neerav Karani and
                  Ender Konukoglu},
  title        = {Local contrastive loss with pseudo-label based self-training for semi-supervised
                  medical image segmentation},
  journal      = {Medical Image Anal.},
  volume       = {87},
  pages        = {102792},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.media.2023.102792},
  doi          = {10.1016/J.MEDIA.2023.102792},
  timestamp    = {Tue, 12 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/ChaitanyaEKK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DongCSWLLK23,
  author       = {Jiahua Dong and
                  Yang Cong and
                  Gan Sun and
                  Lixu Wang and
                  Lingjuan Lyu and
                  Jun Li and
                  Ender Konukoglu},
  title        = {InOR-Net: Incremental 3-D Object Recognition Network for Point Cloud
                  Representation},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {10},
  pages        = {6955--6967},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2023.3247490},
  doi          = {10.1109/TNNLS.2023.3247490},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/DongCSWLLK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/AtamnySAK23,
  author       = {Omar Atamny and
                  Ardan M. Saguner and
                  Roger Ab{\"{a}}cherli and
                  Ender Konukoglu},
  title        = {Outlier Detection in {ECG}},
  booktitle    = {Computing in Cardiology, CinC 2023, Atlanta, GA, USA, October 1-4,
                  2023},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.22489/CinC.2023.038},
  doi          = {10.22489/CINC.2023.038},
  timestamp    = {Mon, 22 Jan 2024 19:57:57 +0100},
  biburl       = {https://dblp.org/rec/conf/cinc/AtamnySAK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BredellFCEK23,
  author       = {Gustav Bredell and
                  Kyriakos Flouris and
                  Krishna Chaitanya and
                  Ertunc Erdil and
                  Ender Konukoglu},
  title        = {Explicitly Minimizing the Blur Error of Variational Autoencoders},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=9krnQ-ue9M},
  timestamp    = {Fri, 30 Jun 2023 14:38:38 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/BredellFCEK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhouK23,
  author       = {Tianfei Zhou and
                  Ender Konukoglu},
  title        = {FedFA: Federated Feature Augmentation},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=U9yFP90jU0},
  timestamp    = {Fri, 30 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ZhouK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/SarwinCSZMRSK23,
  author       = {Gary Sarwin and
                  Alessandro Carretta and
                  Victor E. Staartjes and
                  Matteo Zoli and
                  Diego Mazzatenta and
                  Luca Regli and
                  Carlo Serra and
                  Ender Konukoglu},
  editor       = {Alejandro F. Frangi and
                  Marleen de Bruijne and
                  Demian Wassermann and
                  Nassir Navab},
  title        = {Live Image-Based Neurosurgical Guidance and Roadmap Generation Using
                  Unsupervised Embedding},
  booktitle    = {Information Processing in Medical Imaging - 28th International Conference,
                  {IPMI} 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13939},
  pages        = {107--118},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-34048-2\_9},
  doi          = {10.1007/978-3-031-34048-2\_9},
  timestamp    = {Sat, 21 Oct 2023 10:46:26 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmi/SarwinCSZMRSK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RellaCKG23,
  author       = {Edoardo Mello Rella and
                  Ajad Chhatkuli and
                  Ender Konukoglu and
                  Luc Van Gool},
  editor       = {Lisa M. Koch and
                  M. Jorge Cardoso and
                  Enzo Ferrante and
                  Konstantinos Kamnitsas and
                  Mobarakol Islam and
                  Meirui Jiang and
                  Nicola Rieke and
                  Sotirios A. Tsaftaris and
                  Dong Yang},
  title        = {MultiVT: Multiple-Task Framework for Dentistry},
  booktitle    = {Domain Adaptation and Representation Transfer - 5th {MICCAI} Workshop,
                  {DART} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
                  Canada, October 12, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14293},
  pages        = {12--21},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-45857-6\_2},
  doi          = {10.1007/978-3-031-45857-6\_2},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/RellaCKG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FlourisK23,
  author       = {Kyriakos Flouris and
                  Ender Konukoglu},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Canonical normalizing flows for manifold learning},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/572a6f16ec44f794fb3e0f8a310acbc6-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/FlourisK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SangalliEK23,
  author       = {Sara Sangalli and
                  Ertunc Erdil and
                  Ender Konukoglu},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Expert load matters: operating networks at high accuracy and low manual
                  effort},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/348346383eb58ed19def02e233c408d6-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SangalliEK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/BredellEWK23,
  author       = {Gustav Bredell and
                  Ertunc Erdil and
                  Bruno Weber and
                  Ender Konukoglu},
  title        = {Wiener Guided {DIP} for Unsupervised Blind Image Deconvolution},
  booktitle    = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
                  2023, Waikoloa, HI, USA, January 2-7, 2023},
  pages        = {3046--3055},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/WACV56688.2023.00306},
  doi          = {10.1109/WACV56688.2023.00306},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wacv/BredellEWK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12995,
  author       = {Tianfei Zhou and
                  Ender Konukoglu},
  title        = {FedFA: Federated Feature Augmentation},
  journal      = {CoRR},
  volume       = {abs/2301.12995},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.12995},
  doi          = {10.48550/ARXIV.2301.12995},
  eprinttype    = {arXiv},
  eprint       = {2301.12995},
  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-12995.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09886,
  author       = {Jiahua Dong and
                  Yang Cong and
                  Gan Sun and
                  Lixu Wang and
                  Lingjuan Lyu and
                  Jun Li and
                  Ender Konukoglu},
  title        = {InOR-Net: Incremental 3D Object Recognition Network for Point Cloud
                  Representation},
  journal      = {CoRR},
  volume       = {abs/2302.09886},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.09886},
  doi          = {10.48550/ARXIV.2302.09886},
  eprinttype    = {arXiv},
  eprint       = {2302.09886},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-09886.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-18019,
  author       = {Gary Sarwin and
                  Alessandro Carretta and
                  Victor E. Staartjes and
                  Matteo Zoli and
                  Diego Mazzatenta and
                  Luca Regli and
                  Carlo Serra and
                  Ender Konukoglu},
  title        = {Live image-based neurosurgical guidance and roadmap generation using
                  unsupervised embedding},
  journal      = {CoRR},
  volume       = {abs/2303.18019},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.18019},
  doi          = {10.48550/ARXIV.2303.18019},
  eprinttype    = {arXiv},
  eprint       = {2303.18019},
  timestamp    = {Mon, 17 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-18019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05939,
  author       = {Gustav Bredell and
                  Kyriakos Flouris and
                  Krishna Chaitanya and
                  Ertunc Erdil and
                  Ender Konukoglu},
  title        = {Explicitly Minimizing the Blur Error of Variational Autoencoders},
  journal      = {CoRR},
  volume       = {abs/2304.05939},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.05939},
  doi          = {10.48550/ARXIV.2304.05939},
  eprinttype    = {arXiv},
  eprint       = {2304.05939},
  timestamp    = {Wed, 19 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-05939.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01731,
  author       = {Katar{\'{\i}}na T{\'{o}}thov{\'{a}} and
                  Lubor Ladicky and
                  Daniel Thul and
                  Marc Pollefeys and
                  Ender Konukoglu},
  title        = {Quantification of Predictive Uncertainty via Inference-Time Sampling},
  journal      = {CoRR},
  volume       = {abs/2308.01731},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.01731},
  doi          = {10.48550/ARXIV.2308.01731},
  eprinttype    = {arXiv},
  eprint       = {2308.01731},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-01731.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05035,
  author       = {Sara Sangalli and
                  Ertunc Erdil and
                  Ender Konukoglu},
  title        = {Expert load matters: operating networks at high accuracy and low manual
                  effort},
  journal      = {CoRR},
  volume       = {abs/2308.05035},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.05035},
  doi          = {10.48550/ARXIV.2308.05035},
  eprinttype    = {arXiv},
  eprint       = {2308.05035},
  timestamp    = {Tue, 22 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-05035.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12743,
  author       = {Kyriakos Flouris and
                  Ender Konukoglu},
  title        = {Canonical normalizing flows for manifold learning},
  journal      = {CoRR},
  volume       = {abs/2310.12743},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.12743},
  doi          = {10.48550/ARXIV.2310.12743},
  eprinttype    = {arXiv},
  eprint       = {2310.12743},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-12743.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/Saint-EstevenBK22,
  author       = {Agustina La Greca Saint{-}Esteven and
                  Marta Bogowicz and
                  Ender Konukoglu and
                  Oliver Riesterer and
                  Panagiotis Balermpas and
                  Matthias Guckenberger and
                  Stephanie Tanadini{-}Lang and
                  Janita E. van Timmeren},
  title        = {A 2.5D convolutional neural network for {HPV} prediction in advanced
                  oropharyngeal cancer},
  journal      = {Comput. Biol. Medicine},
  volume       = {142},
  pages        = {105215},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.compbiomed.2022.105215},
  doi          = {10.1016/J.COMPBIOMED.2022.105215},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cbm/Saint-EstevenBK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/TezcanKBK22,
  author       = {Kerem Can Tezcan and
                  Neerav Karani and
                  Christian F. Baumgartner and
                  Ender Konukoglu},
  title        = {Sampling Possible Reconstructions of Undersampled Acquisitions in
                  {MR} Imaging With a Deep Learned Prior},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {41},
  number       = {7},
  pages        = {1885--1896},
  year         = {2022},
  url          = {https://doi.org/10.1109/TMI.2022.3150853},
  doi          = {10.1109/TMI.2022.3150853},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/TezcanKBK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AricanKBK22,
  author       = {Metin Ersin Arican and
                  Ozgur Kara and
                  Gustav Bredell and
                  Ender Konukoglu},
  title        = {{ISNAS-DIP:} Image-Specific Neural Architecture Search for Deep Image
                  Prior},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {1950--1958},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.00200},
  doi          = {10.1109/CVPR52688.2022.00200},
  timestamp    = {Tue, 04 Oct 2022 15:11:56 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/AricanKBK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhouWKG22,
  author       = {Tianfei Zhou and
                  Wenguan Wang and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Rethinking Semantic Segmentation: {A} Prototype View},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {2572--2583},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.00261},
  doi          = {10.1109/CVPR52688.2022.00261},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhouWKG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RellaCLKG22,
  author       = {Edoardo Mello Rella and
                  Ajad Chhatkuli and
                  Yun Liu and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Zero Pixel Directional Boundary by Vector Transform},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=nxcABL7jbQh},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/RellaCLKG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TothovaLTPK22,
  author       = {Katar{\'{\i}}na T{\'{o}}thov{\'{a}} and
                  Lubor Ladicky and
                  Daniel Thul and
                  Marc Pollefeys and
                  Ender Konukoglu},
  editor       = {Carole H. Sudre and
                  Christian F. Baumgartner and
                  Adrian V. Dalca and
                  Chen Qin and
                  Ryutaro Tanno and
                  Koen Van Leemput and
                  William M. Wells III},
  title        = {Quantification of Predictive Uncertainty via Inference-Time Sampling},
  booktitle    = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
                  - 4th International Workshop, {UNSURE} 2022, Held in Conjunction with
                  {MICCAI} 2022, Singapore, September 18, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13563},
  pages        = {14--25},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-16749-2\_2},
  doi          = {10.1007/978-3-031-16749-2\_2},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/TothovaLTPK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/midl/2022,
  editor       = {Ender Konukoglu and
                  Bjoern H. Menze and
                  Archana Venkataraman and
                  Christian F. Baumgartner and
                  Qi Dou and
                  Shadi Albarqouni},
  title        = {International Conference on Medical Imaging with Deep Learning, {MIDL}
                  2022, 6-8 July 2022, Zurich, Switzerland},
  series       = {Proceedings of Machine Learning Research},
  volume       = {172},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {http://proceedings.mlr.press/v172/},
  timestamp    = {Fri, 17 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/midl/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05271,
  author       = {Neerav Karani and
                  Georg Brunner and
                  Ertunc Erdil and
                  Simin Fei and
                  Kerem Can Tezcan and
                  Krishna Chaitanya and
                  Ender Konukoglu},
  title        = {A Field of Experts Prior for Adapting Neural Networks at Test Time},
  journal      = {CoRR},
  volume       = {abs/2202.05271},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.05271},
  eprinttype    = {arXiv},
  eprint       = {2202.05271},
  timestamp    = {Fri, 18 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-05271.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08795,
  author       = {Edoardo Mello Rella and
                  Ajad Chhatkuli and
                  Yun Liu and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Zero Pixel Directional Boundary by Vector Transform},
  journal      = {CoRR},
  volume       = {abs/2203.08795},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.08795},
  doi          = {10.48550/ARXIV.2203.08795},
  eprinttype    = {arXiv},
  eprint       = {2203.08795},
  timestamp    = {Mon, 28 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-08795.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15102,
  author       = {Tianfei Zhou and
                  Wenguan Wang and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Rethinking Semantic Segmentation: {A} Prototype View},
  journal      = {CoRR},
  volume       = {abs/2203.15102},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.15102},
  doi          = {10.48550/ARXIV.2203.15102},
  eprinttype    = {arXiv},
  eprint       = {2203.15102},
  timestamp    = {Mon, 04 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-15102.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06552,
  author       = {Edoardo Mello Rella and
                  Ajad Chhatkuli and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Neural Vector Fields for Surface Representation and Inference},
  journal      = {CoRR},
  volume       = {abs/2204.06552},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.06552},
  doi          = {10.48550/ARXIV.2204.06552},
  eprinttype    = {arXiv},
  eprint       = {2204.06552},
  timestamp    = {Tue, 19 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-06552.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15474,
  author       = {Jakob Geusen and
                  Gustav Bredell and
                  Tianfei Zhou and
                  Ender Konukoglu},
  title        = {Unsupervised Superpixel Generation using Edge-Sparse Embedding},
  journal      = {CoRR},
  volume       = {abs/2211.15474},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.15474},
  doi          = {10.48550/ARXIV.2211.15474},
  eprinttype    = {arXiv},
  eprint       = {2211.15474},
  timestamp    = {Tue, 29 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-15474.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KaraniECK21,
  author       = {Neerav Karani and
                  Ertunc Erdil and
                  Krishna Chaitanya and
                  Ender Konukoglu},
  title        = {Test-time adaptable neural networks for robust medical image segmentation},
  journal      = {Medical Image Anal.},
  volume       = {68},
  pages        = {101907},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.media.2020.101907},
  doi          = {10.1016/J.MEDIA.2020.101907},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/KaraniECK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ChaitanyaKBEBDK21,
  author       = {Krishna Chaitanya and
                  Neerav Karani and
                  Christian F. Baumgartner and
                  Ertunc Erdil and
                  Anton S. Becker and
                  Olivio Donati and
                  Ender Konukoglu},
  title        = {Semi-supervised task-driven data augmentation for medical image segmentation},
  journal      = {Medical Image Anal.},
  volume       = {68},
  pages        = {101934},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.media.2020.101934},
  doi          = {10.1016/J.MEDIA.2020.101934},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/ChaitanyaKBEBDK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ChenPGK21,
  author       = {Xiaoran Chen and
                  Nick Pawlowski and
                  Ben Glocker and
                  Ender Konukoglu},
  title        = {Normative ascent with local gaussians for unsupervised lesion detection},
  journal      = {Medical Image Anal.},
  volume       = {74},
  pages        = {102208},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.media.2021.102208},
  doi          = {10.1016/J.MEDIA.2021.102208},
  timestamp    = {Thu, 09 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/ChenPGK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clip-ws/GabraniKBCBGR21,
  author       = {Maria Gabrani and
                  Ender Konukoglu and
                  David Beymer and
                  Gustavo Carneiro and
                  Jannis Born and
                  Michal Guindy and
                  Michal Rosen{-}Zvi},
  editor       = {Cristina Oyarzun Laura and
                  M. Jorge Cardoso and
                  Michal Rosen{-}Zvi and
                  Georgios Kaissis and
                  Marius George Linguraru and
                  Raj Shekhar and
                  Stefan Wesarg and
                  Marius Erdt and
                  Klaus Drechsler and
                  Yufei Chen and
                  Shadi Albarqouni and
                  Spyridon Bakas and
                  Bennett A. Landman and
                  Nicola Rieke and
                  Holger Roth and
                  Xiaoxiao Li and
                  Daguang Xu and
                  Maria Gabrani and
                  Ender Konukoglu and
                  Michal Guindy and
                  Daniel Rueckert and
                  Alexander Ziller and
                  Dmitrii Usynin and
                  Jonathan Passerat{-}Palmbach},
  title        = {Lessons Learned from the Development and Application of Medical Imaging-Based
                  {AI} Technologies for Combating {COVID-19:} Why Discuss, What Next},
  booktitle    = {Clinical Image-Based Procedures, Distributed and Collaborative Learning,
                  Artificial Intelligence for Combating {COVID-19} and Secure and Privacy-Preserving
                  Machine Learning - 10th Workshop, {CLIP} 2021, Second Workshop, {DCL}
                  2021, First Workshop, {LL-COVID19} 2021, and First Workshop and Tutorial,
                  {PPML} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
                  September 27 and October 1, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12969},
  pages        = {133--140},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-90874-4\_13},
  doi          = {10.1007/978-3-030-90874-4\_13},
  timestamp    = {Mon, 06 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/clip-ws/GabraniKBCBGR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WangZYDKG21,
  author       = {Wenguan Wang and
                  Tianfei Zhou and
                  Fisher Yu and
                  Jifeng Dai and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Exploring Cross-Image Pixel Contrast for Semantic Segmentation},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {7283--7293},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.00721},
  doi          = {10.1109/ICCV48922.2021.00721},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/WangZYDKG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ErdilCKK21,
  author       = {Ertunc Erdil and
                  Krishna Chaitanya and
                  Neerav Karani and
                  Ender Konukoglu},
  editor       = {Carole H. Sudre and
                  Roxane Licandro and
                  Christian F. Baumgartner and
                  Andrew Melbourne and
                  Adrian V. Dalca and
                  Jana Hutter and
                  Ryutaro Tanno and
                  Esra Abaci Turk and
                  Koen Van Leemput and
                  Jordina Torrents{-}Barrena and
                  William M. Wells III and
                  Christopher K. Macgowan},
  title        = {Task-Agnostic Out-of-Distribution Detection Using Kernel Density Estimation},
  booktitle    = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
                  and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
                  International Workshop, {UNSURE} 2021, and 6th International Workshop,
                  {PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
                  October 1, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12959},
  pages        = {91--101},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-87735-4\_9},
  doi          = {10.1007/978-3-030-87735-4\_9},
  timestamp    = {Mon, 04 Oct 2021 16:09:19 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ErdilCKK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhouLBLK21,
  author       = {Tianfei Zhou and
                  Liulei Li and
                  Gustav Bredell and
                  Jianwu Li and
                  Ender Konukoglu},
  editor       = {Marleen de Bruijne and
                  Philippe C. Cattin and
                  St{\'{e}}phane Cotin and
                  Nicolas Padoy and
                  Stefanie Speidel and
                  Yefeng Zheng and
                  Caroline Essert},
  title        = {Quality-Aware Memory Network for Interactive Volumetric Image Segmentation},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2021 - 24th International Conference, Strasbourg, France, September
                  27 - October 1, 2021, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12902},
  pages        = {560--570},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-87196-3\_52},
  doi          = {10.1007/978-3-030-87196-3\_52},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/ZhouLBLK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PerakisGJCRK21,
  author       = {Alexis Perakis and
                  Ali Gorji and
                  Samriddhi Jain and
                  Krishna Chaitanya and
                  Simone Rizza and
                  Ender Konukoglu},
  editor       = {Chunfeng Lian and
                  Xiaohuan Cao and
                  Islem Rekik and
                  Xuanang Xu and
                  Pingkun Yan},
  title        = {Contrastive Learning of Single-Cell Phenotypic Representations for
                  Treatment Classification},
  booktitle    = {Machine Learning in Medical Imaging - 12th International Workshop,
                  {MLMI} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
                  September 27, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12966},
  pages        = {565--575},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-87589-3\_58},
  doi          = {10.1007/978-3-030-87589-3\_58},
  timestamp    = {Wed, 29 Sep 2021 17:30:55 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/PerakisGJCRK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TurellaBOCGSK21,
  author       = {Federico Turella and
                  Gustav Bredell and
                  Alexander Okupnik and
                  Sebastiano Caprara and
                  Dimitri Graf and
                  Reto Sutter and
                  Ender Konukoglu},
  editor       = {Marleen de Bruijne and
                  Philippe C. Cattin and
                  St{\'{e}}phane Cotin and
                  Nicolas Padoy and
                  Stefanie Speidel and
                  Yefeng Zheng and
                  Caroline Essert},
  title        = {High-Resolution Segmentation of Lumbar Vertebrae from Conventional
                  Thick Slice {MRI}},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2021 - 24th International Conference, Strasbourg, France, September
                  27 - October 1, 2021, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12901},
  pages        = {689--698},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-87193-2\_65},
  doi          = {10.1007/978-3-030-87193-2\_65},
  timestamp    = {Tue, 21 Dec 2021 17:19:23 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/TurellaBOCGSK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HeerPCKA21,
  author       = {Matth{\"{a}}us Heer and
                  Janis Postels and
                  Xiaoran Chen and
                  Ender Konukoglu and
                  Shadi Albarqouni},
  editor       = {Mattias P. Heinrich and
                  Qi Dou and
                  Marleen de Bruijne and
                  Jan Lellmann and
                  Alexander Schlaefer and
                  Floris Ernst},
  title        = {The {OOD} Blind Spot of Unsupervised Anomaly Detection},
  booktitle    = {Medical Imaging with Deep Learning, 7-9 July 2021, L{\"{u}}beck,
                  Germany},
  series       = {Proceedings of Machine Learning Research},
  volume       = {143},
  pages        = {286--300},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v143/heer21a.html},
  timestamp    = {Tue, 13 Dec 2022 14:39:07 +0100},
  biburl       = {https://dblp.org/rec/conf/midl/HeerPCKA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SangalliEHDK21,
  author       = {Sara Sangalli and
                  Ertunc Erdil and
                  Andreas M. H{\"{o}}tker and
                  Olivio Donati and
                  Ender Konukoglu},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Constrained Optimization to Train Neural Networks on Critical and
                  Under-Represented Classes},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {25400--25411},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/d5ade38a2c9f6f073d69e1bc6b6e64c1-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SangalliEHDK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/clip-ws/2021,
  editor       = {Cristina Oyarzun Laura and
                  M. Jorge Cardoso and
                  Michal Rosen{-}Zvi and
                  Georgios Kaissis and
                  Marius George Linguraru and
                  Raj Shekhar and
                  Stefan Wesarg and
                  Marius Erdt and
                  Klaus Drechsler and
                  Yufei Chen and
                  Shadi Albarqouni and
                  Spyridon Bakas and
                  Bennett A. Landman and
                  Nicola Rieke and
                  Holger Roth and
                  Xiaoxiao Li and
                  Daguang Xu and
                  Maria Gabrani and
                  Ender Konukoglu and
                  Michal Guindy and
                  Daniel Rueckert and
                  Alexander Ziller and
                  Dmitrii Usynin and
                  Jonathan Passerat{-}Palmbach},
  title        = {Clinical Image-Based Procedures, Distributed and Collaborative Learning,
                  Artificial Intelligence for Combating {COVID-19} and Secure and Privacy-Preserving
                  Machine Learning - 10th Workshop, {CLIP} 2021, Second Workshop, {DCL}
                  2021, First Workshop, {LL-COVID19} 2021, and First Workshop and Tutorial,
                  {PPML} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
                  September 27 and October 1, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12969},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-90874-4},
  doi          = {10.1007/978-3-030-90874-4},
  isbn         = {978-3-030-90873-7},
  timestamp    = {Wed, 17 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/clip-ws/2021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07589,
  author       = {Ke Li and
                  Dengxin Dai and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous
                  Datasets},
  journal      = {CoRR},
  volume       = {abs/2101.07589},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.07589},
  eprinttype    = {arXiv},
  eprint       = {2101.07589},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-07589.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11939,
  author       = {Wenguan Wang and
                  Tianfei Zhou and
                  Fisher Yu and
                  Jifeng Dai and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Exploring Cross-Image Pixel Contrast for Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/2101.11939},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.11939},
  eprinttype    = {arXiv},
  eprint       = {2101.11939},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-11939.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12894,
  author       = {Sara Sangalli and
                  Ertunc Erdil and
                  Andreas M. H{\"{o}}tker and
                  Olivio Donati and
                  Ender Konukoglu},
  title        = {Constrained Optimization for Training Deep Neural Networks Under Class
                  Imbalance},
  journal      = {CoRR},
  volume       = {abs/2102.12894},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.12894},
  eprinttype    = {arXiv},
  eprint       = {2102.12894},
  timestamp    = {Tue, 02 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-12894.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16670,
  author       = {Alexis Perakis and
                  Ali Gorji and
                  Samriddhi Jain and
                  Krishna Chaitanya and
                  Simone Rizza and
                  Ender Konukoglu},
  title        = {Contrastive Learning of Single-Cell Phenotypic Representations for
                  Treatment Classification},
  journal      = {CoRR},
  volume       = {abs/2103.16670},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.16670},
  eprinttype    = {arXiv},
  eprint       = {2103.16670},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-16670.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05031,
  author       = {Kyriakos Flouris and
                  Anna Volokitin and
                  Gustav Bredell and
                  Ender Konukoglu},
  title        = {Gradient flow encoding with distance optimization adaptive step size},
  journal      = {CoRR},
  volume       = {abs/2105.05031},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.05031},
  eprinttype    = {arXiv},
  eprint       = {2105.05031},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-05031.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10686,
  author       = {Tianfei Zhou and
                  Liulei Li and
                  Gustav Bredell and
                  Jianwu Li and
                  Ender Konukoglu},
  title        = {Quality-Aware Memory Network for Interactive Volumetric Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2106.10686},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.10686},
  eprinttype    = {arXiv},
  eprint       = {2106.10686},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-10686.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-15362,
  author       = {Metin Ersin Arican and
                  Ozgur Kara and
                  Gustav Bredell and
                  Ender Konukoglu},
  title        = {{ISNAS-DIP:} Image-Specific Neural Architecture Search for Deep Image
                  Prior},
  journal      = {CoRR},
  volume       = {abs/2111.15362},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.15362},
  eprinttype    = {arXiv},
  eprint       = {2111.15362},
  timestamp    = {Thu, 02 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-15362.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09645,
  author       = {Krishna Chaitanya and
                  Ertunc Erdil and
                  Neerav Karani and
                  Ender Konukoglu},
  title        = {Local contrastive loss with pseudo-label based self-training for semi-supervised
                  medical image segmentation},
  journal      = {CoRR},
  volume       = {abs/2112.09645},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.09645},
  eprinttype    = {arXiv},
  eprint       = {2112.09645},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-09645.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10271,
  author       = {Gustav Bredell and
                  Ertunc Erdil and
                  Bruno Weber and
                  Ender Konukoglu},
  title        = {Wiener Guided {DIP} for Unsupervised Blind Image Deconvolution},
  journal      = {CoRR},
  volume       = {abs/2112.10271},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.10271},
  eprinttype    = {arXiv},
  eprint       = {2112.10271},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-10271.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ChenYTK20,
  author       = {Xiaoran Chen and
                  Suhang You and
                  Kerem Can Tezcan and
                  Ender Konukoglu},
  title        = {Unsupervised lesion detection via image restoration with a normative
                  prior},
  journal      = {Medical Image Anal.},
  volume       = {64},
  pages        = {101713},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.media.2020.101713},
  doi          = {10.1016/J.MEDIA.2020.101713},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/ChenYTK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VolokitinKG20,
  author       = {Anna Volokitin and
                  Ender Konukoglu and
                  Luc Van Gool},
  title        = {Decomposing Image Generation into Layout Prediction and Conditional
                  Synthesis},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
  pages        = {1530--1538},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w23/Volokitin\_Decomposing\_Image\_Generation\_Into\_Layout\_Prediction\_and\_Conditional\_Synthesis\_CVPRW\_2020\_paper.html},
  doi          = {10.1109/CVPRW50498.2020.00194},
  timestamp    = {Tue, 31 Aug 2021 14:00:09 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/VolokitinKG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GantenbeinEK20,
  author       = {Marc Gantenbein and
                  Ertunc Erdil and
                  Ender Konukoglu},
  editor       = {Carole H. Sudre and
                  Hamid Fehri and
                  Tal Arbel and
                  Christian F. Baumgartner and
                  Adrian V. Dalca and
                  Ryutaro Tanno and
                  Koen Van Leemput and
                  William M. Wells III and
                  Aristeidis Sotiras and
                  Bartlomiej W. Papiez and
                  Enzo Ferrante and
                  Sarah Parisot},
  title        = {RevPHiSeg: {A} Memory-Efficient Neural Network for Uncertainty Quantification
                  in Medical Image Segmentation},
  booktitle    = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
                  and Graphs in Biomedical Image Analysis - Second International Workshop,
                  {UNSURE} 2020, and Third International Workshop, {GRAIL} 2020, Held
                  in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12443},
  pages        = {13--22},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-60365-6\_2},
  doi          = {10.1007/978-3-030-60365-6\_2},
  timestamp    = {Fri, 24 Sep 2021 13:51:40 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/GantenbeinEK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GaillochetTK20,
  author       = {M{\'{e}}lanie Gaillochet and
                  Kerem Can Tezcan and
                  Ender Konukoglu},
  editor       = {Anne L. Martel and
                  Purang Abolmaesumi and
                  Danail Stoyanov and
                  Diana Mateus and
                  Maria A. Zuluaga and
                  S. Kevin Zhou and
                  Daniel Racoceanu and
                  Leo Joskowicz},
  title        = {Joint Reconstruction and Bias Field Correction for Undersampled {MR}
                  Imaging},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12262},
  pages        = {44--52},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59713-9\_5},
  doi          = {10.1007/978-3-030-59713-9\_5},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/GaillochetTK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VolokitinEKTCGK20,
  author       = {Anna Volokitin and
                  Ertunc Erdil and
                  Neerav Karani and
                  Kerem Can Tezcan and
                  Xiaoran Chen and
                  Luc Van Gool and
                  Ender Konukoglu},
  editor       = {Anne L. Martel and
                  Purang Abolmaesumi and
                  Danail Stoyanov and
                  Diana Mateus and
                  Maria A. Zuluaga and
                  S. Kevin Zhou and
                  Daniel Racoceanu and
                  Leo Joskowicz},
  title        = {Modelling the Distribution of 3D Brain {MRI} Using a 2D Slice {VAE}},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
                  Proceedings, Part {VII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12267},
  pages        = {657--666},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59728-3\_64},
  doi          = {10.1007/978-3-030-59728-3\_64},
  timestamp    = {Mon, 26 Apr 2021 14:27:06 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/VolokitinEKTCGK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TothovaPLPKPK20,
  author       = {Katar{\'{\i}}na T{\'{o}}thov{\'{a}} and
                  Sarah Parisot and
                  Matthew C. H. Lee and
                  Esther Puyol{-}Ant{\'{o}}n and
                  Andrew P. King and
                  Marc Pollefeys and
                  Ender Konukoglu},
  editor       = {Anne L. Martel and
                  Purang Abolmaesumi and
                  Danail Stoyanov and
                  Diana Mateus and
                  Maria A. Zuluaga and
                  S. Kevin Zhou and
                  Daniel Racoceanu and
                  Leo Joskowicz},
  title        = {Probabilistic 3D Surface Reconstruction from Sparse {MRI} Information},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12261},
  pages        = {813--823},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59710-8\_79},
  doi          = {10.1007/978-3-030-59710-8\_79},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/TothovaPLPKPK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChaitanyaEKK20,
  author       = {Krishna Chaitanya and
                  Ertunc Erdil and
                  Neerav Karani and
                  Ender Konukoglu},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Contrastive learning of global and local features for medical image
                  segmentation with limited annotations},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/949686ecef4ee20a62d16b4a2d7ccca3-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ChaitanyaEKK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11711,
  author       = {Esther Puyol{-}Ant{\'{o}}n and
                  Bram Ruijsink and
                  Christian F. Baumgartner and
                  Matthew Sinclair and
                  Ender Konukoglu and
                  Reza Razavi and
                  Andrew P. King},
  title        = {Automated quantification of myocardial tissue characteristics from
                  native {T1} mapping using neural networks with Bayesian inference
                  for uncertainty-based quality-control},
  journal      = {CoRR},
  volume       = {abs/2001.11711},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.11711},
  eprinttype    = {arXiv},
  eprint       = {2001.11711},
  timestamp    = {Mon, 03 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-11711.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04668,
  author       = {Neerav Karani and
                  Krishna Chaitanya and
                  Ender Konukoglu},
  title        = {Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2004.04668},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.04668},
  eprinttype    = {arXiv},
  eprint       = {2004.04668},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-04668.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00031,
  author       = {Xiaoran Chen and
                  Suhang You and
                  Kerem Can Tezcan and
                  Ender Konukoglu},
  title        = {Unsupervised Lesion Detection via Image Restoration with a Normative
                  Prior},
  journal      = {CoRR},
  volume       = {abs/2005.00031},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.00031},
  eprinttype    = {arXiv},
  eprint       = {2005.00031},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-00031.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10511,
  author       = {Krishna Chaitanya and
                  Ertunc Erdil and
                  Neerav Karani and
                  Ender Konukoglu},
  title        = {Contrastive learning of global and local features for medical image
                  segmentation with limited annotations},
  journal      = {CoRR},
  volume       = {abs/2006.10511},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.10511},
  eprinttype    = {arXiv},
  eprint       = {2006.10511},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-10511.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10712,
  author       = {Ertunc Erdil and
                  Krishna Chaitanya and
                  Ender Konukoglu},
  title        = {Unsupervised out-of-distribution detection using kernel density estimation},
  journal      = {CoRR},
  volume       = {abs/2006.10712},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.10712},
  eprinttype    = {arXiv},
  eprint       = {2006.10712},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-10712.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04780,
  author       = {Anna Volokitin and
                  Ertunc Erdil and
                  Neerav Karani and
                  Kerem Can Tezcan and
                  Xiaoran Chen and
                  Luc Van Gool and
                  Ender Konukoglu},
  title        = {Modelling the Distribution of 3D Brain {MRI} using a 2D Slice {VAE}},
  journal      = {CoRR},
  volume       = {abs/2007.04780},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.04780},
  eprinttype    = {arXiv},
  eprint       = {2007.04780},
  timestamp    = {Wed, 22 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-04780.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05363,
  author       = {Krishna Chaitanya and
                  Neerav Karani and
                  Christian F. Baumgartner and
                  Anton S. Becker and
                  Olivio Donati and
                  Ender Konukoglu},
  title        = {Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2007.05363},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.05363},
  eprinttype    = {arXiv},
  eprint       = {2007.05363},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-05363.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13123,
  author       = {M{\'{e}}lanie Gaillochet and
                  Kerem Can Tezcan and
                  Ender Konukoglu},
  title        = {Joint reconstruction and bias field correction for undersampled {MR}
                  imaging},
  journal      = {CoRR},
  volume       = {abs/2007.13123},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.13123},
  eprinttype    = {arXiv},
  eprint       = {2007.13123},
  timestamp    = {Wed, 29 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-13123.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06999,
  author       = {Marc Gantenbein and
                  Ertunc Erdil and
                  Ender Konukoglu},
  title        = {RevPHiSeg: {A} Memory-Efficient Neural Network for Uncertainty Quantification
                  in Medical Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2008.06999},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.06999},
  eprinttype    = {arXiv},
  eprint       = {2008.06999},
  timestamp    = {Fri, 21 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-06999.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00042,
  author       = {Kerem Can Tezcan and
                  Christian F. Baumgartner and
                  Ender Konukoglu},
  title        = {Sampling possible reconstructions of undersampled acquisitions in
                  {MR} imaging},
  journal      = {CoRR},
  volume       = {abs/2010.00042},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.00042},
  eprinttype    = {arXiv},
  eprint       = {2010.00042},
  timestamp    = {Tue, 13 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-00042.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02041,
  author       = {Katar{\'{\i}}na T{\'{o}}thov{\'{a}} and
                  Sarah Parisot and
                  Matthew C. H. Lee and
                  Esther Puyol{-}Ant{\'{o}}n and
                  Andrew P. King and
                  Marc Pollefeys and
                  Ender Konukoglu},
  title        = {Probabilistic 3D surface reconstruction from sparse {MRI} information},
  journal      = {CoRR},
  volume       = {abs/2010.02041},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.02041},
  eprinttype    = {arXiv},
  eprint       = {2010.02041},
  timestamp    = {Mon, 12 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-02041.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CastroTKKG19,
  author       = {Daniel Coelho de Castro and
                  Jeremy Tan and
                  Bernhard Kainz and
                  Ender Konukoglu and
                  Ben Glocker},
  title        = {Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation
                  Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {20},
  pages        = {178:1--178:29},
  year         = {2019},
  url          = {http://jmlr.org/papers/v20/19-033.html},
  timestamp    = {Tue, 06 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CastroTKKG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KaraniZTK19,
  author       = {Neerav Karani and
                  Lin Zhang and
                  Christine Tanner and
                  Ender Konukoglu},
  title        = {An image interpolation approach for acquisition time reduction in
                  navigator-based 4D {MRI}},
  journal      = {Medical Image Anal.},
  volume       = {54},
  pages        = {20--29},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.media.2019.02.008},
  doi          = {10.1016/J.MEDIA.2019.02.008},
  timestamp    = {Wed, 15 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/KaraniZTK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/TezcanBLPK19,
  author       = {Kerem Can Tezcan and
                  Christian F. Baumgartner and
                  Roger Luechinger and
                  Klaas P. Pruessmann and
                  Ender Konukoglu},
  title        = {{MR} Image Reconstruction Using Deep Density Priors},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {38},
  number       = {7},
  pages        = {1633--1642},
  year         = {2019},
  url          = {https://doi.org/10.1109/TMI.2018.2887072},
  doi          = {10.1109/TMI.2018.2887072},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/TezcanBLPK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fimh/DejeaTASPKB19,
  author       = {Hector Dejea and
                  Christine Tanner and
                  Radhakrishna Achanta and
                  Marco Stampanoni and
                  Fernando P{\'{e}}rez{-}Cruz and
                  Ender Konukoglu and
                  Anne Bonnin},
  editor       = {Yves Coudi{\`{e}}re and
                  Val{\'{e}}ry Ozenne and
                  Edward J. Vigmond and
                  Nejib Zemzemi},
  title        = {Synchrotron X-Ray Phase Contrast Imaging and Deep Neural Networks
                  for Cardiac Collagen Quantification in Hypertensive Rat Model},
  booktitle    = {Functional Imaging and Modeling of the Heart - 10th International
                  Conference, {FIMH} 2019, Bordeaux, France, June 6-8, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11504},
  pages        = {187--195},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-21949-9\_21},
  doi          = {10.1007/978-3-030-21949-9\_21},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fimh/DejeaTASPKB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/ChaitanyaKBBDK19,
  author       = {Krishna Chaitanya and
                  Neerav Karani and
                  Christian F. Baumgartner and
                  Anton S. Becker and
                  Olivio Donati and
                  Ender Konukoglu},
  editor       = {Albert C. S. Chung and
                  James C. Gee and
                  Paul A. Yushkevich and
                  Siqi Bao},
  title        = {Semi-supervised and Task-Driven Data Augmentation},
  booktitle    = {Information Processing in Medical Imaging - 26th International Conference,
                  {IPMI} 2019, Hong Kong, China, June 2-7, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11492},
  pages        = {29--41},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20351-1\_3},
  doi          = {10.1007/978-3-030-20351-1\_3},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmi/ChaitanyaKBBDK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaumgartnerTCHM19,
  author       = {Christian F. Baumgartner and
                  Kerem Can Tezcan and
                  Krishna Chaitanya and
                  Andreas M. H{\"{o}}tker and
                  Urs J. Muehlematter and
                  Khoschy Schawkat and
                  Anton S. Becker and
                  Olivio Donati and
                  Ender Konukoglu},
  editor       = {Dinggang Shen and
                  Tianming Liu and
                  Terry M. Peters and
                  Lawrence H. Staib and
                  Caroline Essert and
                  Sean Zhou and
                  Pew{-}Thian Yap and
                  Ali R. Khan},
  title        = {PHiSeg: Capturing Uncertainty in Medical Image Segmentation},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2019 - 22nd International Conference, Shenzhen, China, October 13-17,
                  2019, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11765},
  pages        = {119--127},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32245-8\_14},
  doi          = {10.1007/978-3-030-32245-8\_14},
  timestamp    = {Mon, 19 Feb 2024 14:24:13 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BaumgartnerTCHM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChenPGK19,
  author       = {Xiaoran Chen and
                  Nick Pawlowski and
                  Ben Glocker and
                  Ender Konukoglu},
  editor       = {Heung{-}Il Suk and
                  Mingxia Liu and
                  Pingkun Yan and
                  Chunfeng Lian},
  title        = {Unsupervised Lesion Detection with Locally Gaussian Approximation},
  booktitle    = {Machine Learning in Medical Imaging - 10th International Workshop,
                  {MLMI} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
                  October 13, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11861},
  pages        = {355--363},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32692-0\_41},
  doi          = {10.1007/978-3-030-32692-0\_41},
  timestamp    = {Tue, 18 Jan 2022 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/ChenPGK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BruggerBK19,
  author       = {Robin Br{\"{u}}gger and
                  Christian F. Baumgartner and
                  Ender Konukoglu},
  editor       = {Dinggang Shen and
                  Tianming Liu and
                  Terry M. Peters and
                  Lawrence H. Staib and
                  Caroline Essert and
                  Sean Zhou and
                  Pew{-}Thian Yap and
                  Ali R. Khan},
  title        = {A Partially Reversible U-Net for Memory-Efficient Volumetric Image
                  Segmentation},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2019 - 22nd International Conference, Shenzhen, China, October 13-17,
                  2019, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11766},
  pages        = {429--437},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32248-9\_48},
  doi          = {10.1007/978-3-030-32248-9\_48},
  timestamp    = {Mon, 19 Feb 2024 14:24:13 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BruggerBK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YouTCK19,
  author       = {Suhang You and
                  Kerem Can Tezcan and
                  Xiaoran Chen and
                  Ender Konukoglu},
  editor       = {M. Jorge Cardoso and
                  Aasa Feragen and
                  Ben Glocker and
                  Ender Konukoglu and
                  Ipek Oguz and
                  Gozde B. Unal and
                  Tom Vercauteren},
  title        = {Unsupervised Lesion Detection via Image Restoration with a Normative
                  Prior},
  booktitle    = {International Conference on Medical Imaging with Deep Learning, {MIDL}
                  2019, 8-10 July 2019, London, United Kingdom},
  series       = {Proceedings of Machine Learning Research},
  volume       = {102},
  pages        = {540--556},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v102/you19a.html},
  timestamp    = {Mon, 08 Jul 2019 16:13:41 +0200},
  biburl       = {https://dblp.org/rec/conf/midl/YouTCK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/midl/2019,
  editor       = {M. Jorge Cardoso and
                  Aasa Feragen and
                  Ben Glocker and
                  Ender Konukoglu and
                  Ipek Oguz and
                  Gozde B. Unal and
                  Tom Vercauteren},
  title        = {International Conference on Medical Imaging with Deep Learning, {MIDL}
                  2019, 8-10 July 2019, London, United Kingdom},
  series       = {Proceedings of Machine Learning Research},
  volume       = {102},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v102/},
  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/midl/2019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-05396,
  author       = {Krishna Chaitanya and
                  Neerav Karani and
                  Christian F. Baumgartner and
                  Olivio Donati and
                  Anton S. Becker and
                  Ender Konukoglu},
  title        = {Semi-Supervised and Task-Driven Data Augmentation},
  journal      = {CoRR},
  volume       = {abs/1902.05396},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.05396},
  eprinttype    = {arXiv},
  eprint       = {1902.05396},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-05396.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07762,
  author       = {Luk{\'{a}}s Jendele and
                  Ondrej Skopek and
                  Anton S. Becker and
                  Ender Konukoglu},
  title        = {Adversarial Augmentation for Enhancing Classification of Mammography
                  Images},
  journal      = {CoRR},
  volume       = {abs/1902.07762},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.07762},
  eprinttype    = {arXiv},
  eprint       = {1902.07762},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-07762.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04045,
  author       = {Christian F. Baumgartner and
                  Kerem Can Tezcan and
                  Krishna Chaitanya and
                  Andreas M. H{\"{o}}tker and
                  Urs J. Muehlematter and
                  Khoschy Schawkat and
                  Anton S. Becker and
                  Olivio Donati and
                  Ender Konukoglu},
  title        = {PHiSeg: Capturing Uncertainty in Medical Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/1906.04045},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.04045},
  eprinttype    = {arXiv},
  eprint       = {1906.04045},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-04045.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06148,
  author       = {Robin Br{\"{u}}gger and
                  Christian F. Baumgartner and
                  Ender Konukoglu},
  title        = {A Partially Reversible U-Net for Memory-Efficient Volumetric Image
                  Segmentation},
  journal      = {CoRR},
  volume       = {abs/1906.06148},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.06148},
  eprinttype    = {arXiv},
  eprint       = {1906.06148},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-06148.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08612,
  author       = {M. Jorge Cardoso and
                  Aasa Feragen and
                  Ben Glocker and
                  Ender Konukoglu and
                  Ipek Oguz and
                  Gozde B. Unal and
                  Tom Vercauteren},
  title        = {Medical Imaging with Deep Learning: {MIDL} 2019 - Extended Abstract
                  Track},
  journal      = {CoRR},
  volume       = {abs/1907.08612},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.08612},
  eprinttype    = {arXiv},
  eprint       = {1907.08612},
  timestamp    = {Tue, 30 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-08612.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04597,
  author       = {Ben Glocker and
                  Robert Robinson and
                  Daniel Coelho de Castro and
                  Qi Dou and
                  Ender Konukoglu},
  title        = {Machine Learning with Multi-Site Imaging Data: An Empirical Study
                  on the Impact of Scanner Effects},
  journal      = {CoRR},
  volume       = {abs/1910.04597},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.04597},
  eprinttype    = {arXiv},
  eprint       = {1910.04597},
  timestamp    = {Tue, 13 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-04597.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TuranAAKS18,
  author       = {Mehmet Turan and
                  Yasin Almalioglu and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {Deep EndoVO: {A} recurrent convolutional neural network {(RCNN)} based
                  visual odometry approach for endoscopic capsule robots},
  journal      = {Neurocomputing},
  volume       = {275},
  pages        = {1861--1870},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.neucom.2017.10.014},
  doi          = {10.1016/J.NEUCOM.2017.10.014},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/TuranAAKS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/TuranPGAKS18,
  author       = {Mehmet Turan and
                  Yusuf Yigit Pilavci and
                  Ipek Ganiyusufoglu and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {Sparse-then-dense alignment-based 3D map reconstruction method for
                  endoscopic capsule robots},
  journal      = {Mach. Vis. Appl.},
  volume       = {29},
  number       = {2},
  pages        = {345--359},
  year         = {2018},
  url          = {https://doi.org/10.1007/s00138-017-0905-8},
  doi          = {10.1007/S00138-017-0905-8},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mva/TuranPGAKS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/WangMWDVTSAKAFS18,
  author       = {Hui Wang and
                  Caroline Magnain and
                  Ruopeng Wang and
                  Jay Dubb and
                  Ani Varjabedian and
                  Lee S. Tirrell and
                  Allison Stevens and
                  Jean C. Augustinack and
                  Ender Konukoglu and
                  Iman Aganj and
                  Matthew P. Frosch and
                  Jeremy D. Schmahmann and
                  Bruce Fischl and
                  David A. Boas},
  title        = {as-PSOCT: Volumetric microscopic imaging of human brain architecture
                  and connectivity},
  journal      = {NeuroImage},
  volume       = {165},
  pages        = {56--68},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.neuroimage.2017.10.012},
  doi          = {10.1016/J.NEUROIMAGE.2017.10.012},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/WangMWDVTSAKAFS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/KonukogluG18,
  author       = {Ender Konukoglu and
                  Ben Glocker},
  title        = {Reconstructing subject-specific effect maps},
  journal      = {NeuroImage},
  volume       = {181},
  pages        = {521--538},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.neuroimage.2018.07.032},
  doi          = {10.1016/J.NEUROIMAGE.2018.07.032},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/KonukogluG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/BernardisZKOJAM18,
  author       = {Elena Bernardis and
                  Yong Zhang and
                  Ender Konukoglu and
                  Yangming Ou and
                  Harold S. Javitz and
                  Leon Axel and
                  Dimitris N. Metaxas and
                  Benoit Desjardins and
                  Kilian M. Pohl},
  title        = {eCurves: {A} Temporal Shape Encoding},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {65},
  number       = {4},
  pages        = {733--744},
  year         = {2018},
  url          = {https://doi.org/10.1109/TBME.2017.2716365},
  doi          = {10.1109/TBME.2017.2716365},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tbe/BernardisZKOJAM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/KaraniTKK18,
  author       = {Neerav Karani and
                  Christine Tanner and
                  Sebastian Kozerke and
                  Ender Konukoglu},
  title        = {Reducing Navigators in Free-Breathing Abdominal {MRI} via Temporal
                  Interpolation Using Convolutional Neural Networks},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {37},
  number       = {10},
  pages        = {2333--2343},
  year         = {2018},
  url          = {https://doi.org/10.1109/TMI.2018.2831442},
  doi          = {10.1109/TMI.2018.2831442},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmi/KaraniTKK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BaumgartnerKTAK18,
  author       = {Christian F. Baumgartner and
                  Lisa M. Koch and
                  Kerem Can Tezcan and
                  Jia Xi Ang and
                  Ender Konukoglu},
  title        = {Visual Feature Attribution Using Wasserstein GANs},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {8309--8319},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Baumgartner\_Visual\_Feature\_Attribution\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00867},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/BaumgartnerKTAK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CanCMKKB18,
  author       = {Yigit Baran Can and
                  Krishna Chaitanya and
                  Basil Mustafa and
                  Lisa M. Koch and
                  Ender Konukoglu and
                  Christian F. Baumgartner},
  editor       = {Danail Stoyanov and
                  Zeike Taylor and
                  Gustavo Carneiro and
                  Tanveer F. Syeda{-}Mahmood and
                  Anne L. Martel and
                  Lena Maier{-}Hein and
                  Jo{\~{a}}o Manuel R. S. Tavares and
                  Andrew P. Bradley and
                  Jo{\~{a}}o Paulo Papa and
                  Vasileios Belagiannis and
                  Jacinto C. Nascimento and
                  Zhi Lu and
                  Sailesh Conjeti and
                  Mehdi Moradi and
                  Hayit Greenspan and
                  Anant Madabhushi},
  title        = {Learning to Segment Medical Images with Scribble-Supervision Alone},
  booktitle    = {Deep Learning in Medical Image Analysis - and - Multimodal Learning
                  for Clinical Decision Support - 4th International Workshop, {DLMIA}
                  2018, and 8th International Workshop, {ML-CDS} 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 20, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11045},
  pages        = {236--244},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00889-5\_27},
  doi          = {10.1007/978-3-030-00889-5\_27},
  timestamp    = {Tue, 18 Apr 2023 21:52:48 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/CanCMKKB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KemnitzBWEEK18,
  author       = {Jana Kemnitz and
                  Christian F. Baumgartner and
                  Wolfgang Wirth and
                  Felix Eckstein and
                  Sebastian K. Eder and
                  Ender Konukoglu},
  editor       = {Yinghuan Shi and
                  Heung{-}Il Suk and
                  Mingxia Liu},
  title        = {Combining Heterogeneously Labeled Datasets For Training Segmentation
                  Networks},
  booktitle    = {Machine Learning in Medical Imaging - 9th International Workshop,
                  {MLMI} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
                  September 16, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11046},
  pages        = {276--284},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00919-9\_32},
  doi          = {10.1007/978-3-030-00919-9\_32},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KemnitzBWEEK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TothovaPLPKKKP18,
  author       = {Katar{\'{\i}}na T{\'{o}}thov{\'{a}} and
                  Sarah Parisot and
                  Matthew C. H. Lee and
                  Esther Puyol{-}Ant{\'{o}}n and
                  Lisa M. Koch and
                  Andrew P. King and
                  Ender Konukoglu and
                  Marc Pollefeys},
  editor       = {Martin Reuter and
                  Christian Wachinger and
                  Herv{\'{e}} Lombaert and
                  Beatriz Paniagua and
                  Marcel L{\"{u}}thi and
                  Bernhard Egger},
  title        = {Uncertainty Quantification in CNN-Based Surface Prediction Using Shape
                  Priors},
  booktitle    = {Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held
                  in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11167},
  pages        = {300--310},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-04747-4\_28},
  doi          = {10.1007/978-3-030-04747-4\_28},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/TothovaPLPKKKP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BredellTK18,
  author       = {Gustav Bredell and
                  Christine Tanner and
                  Ender Konukoglu},
  editor       = {Yinghuan Shi and
                  Heung{-}Il Suk and
                  Mingxia Liu},
  title        = {Iterative Interaction Training for Segmentation Editing Networks},
  booktitle    = {Machine Learning in Medical Imaging - 9th International Workshop,
                  {MLMI} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
                  September 16, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11046},
  pages        = {363--370},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00919-9\_42},
  doi          = {10.1007/978-3-030-00919-9\_42},
  timestamp    = {Mon, 17 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/BredellTK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KaraniCBK18,
  author       = {Neerav Karani and
                  Krishna Chaitanya and
                  Christian F. Baumgartner and
                  Ender Konukoglu},
  editor       = {Alejandro F. Frangi and
                  Julia A. Schnabel and
                  Christos Davatzikos and
                  Carlos Alberola{-}L{\'{o}}pez and
                  Gabor Fichtinger},
  title        = {A Lifelong Learning Approach to Brain {MR} Segmentation Across Scanners
                  and Protocols},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2018 - 21st International Conference, Granada, Spain, September 16-20,
                  2018, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11070},
  pages        = {476--484},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00928-1\_54},
  doi          = {10.1007/978-3-030-00928-1\_54},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KaraniCBK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04440,
  author       = {Lin Zhang and
                  Neerav Karani and
                  Christine Tanner and
                  Ender Konukoglu},
  title        = {Temporal Interpolation via Motion Field Prediction},
  journal      = {CoRR},
  volume       = {abs/1804.04440},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.04440},
  eprinttype    = {arXiv},
  eprint       = {1804.04440},
  timestamp    = {Wed, 15 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-04440.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10170,
  author       = {Neerav Karani and
                  Krishna Chaitanya and
                  Christian F. Baumgartner and
                  Ender Konukoglu},
  title        = {A Lifelong Learning Approach to Brain {MR} Segmentation Across Scanners
                  and Protocols},
  journal      = {CoRR},
  volume       = {abs/1805.10170},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.10170},
  eprinttype    = {arXiv},
  eprint       = {1805.10170},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-10170.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04972,
  author       = {Xiaoran Chen and
                  Ender Konukoglu},
  title        = {Unsupervised Detection of Lesions in Brain {MRI} using constrained
                  adversarial auto-encoders},
  journal      = {CoRR},
  volume       = {abs/1806.04972},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.04972},
  eprinttype    = {arXiv},
  eprint       = {1806.04972},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-04972.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05452,
  author       = {Xiaoran Chen and
                  Nick Pawlowski and
                  Martin Rajchl and
                  Ben Glocker and
                  Ender Konukoglu},
  title        = {Deep Generative Models in the Real-World: An Open Challenge from Medical
                  Imaging},
  journal      = {CoRR},
  volume       = {abs/1806.05452},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.05452},
  eprinttype    = {arXiv},
  eprint       = {1806.05452},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-05452.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04668,
  author       = {Yigit Baran Can and
                  Krishna Chaitanya and
                  Basil Mustafa and
                  Lisa M. Koch and
                  Ender Konukoglu and
                  Christian F. Baumgartner},
  title        = {Learning to Segment Medical Images with Scribble-Supervision Alone},
  journal      = {CoRR},
  volume       = {abs/1807.04668},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.04668},
  eprinttype    = {arXiv},
  eprint       = {1807.04668},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-04668.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07349,
  author       = {Christine Tanner and
                  Firat {\"{O}}zdemir and
                  Romy Profanter and
                  Valery Vishnevsky and
                  Ender Konukoglu and
                  Or{\c{c}}un G{\"{o}}ksel},
  title        = {Generative Adversarial Networks for {MR-CT} Deformable Image Registration},
  journal      = {CoRR},
  volume       = {abs/1807.07349},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.07349},
  eprinttype    = {arXiv},
  eprint       = {1807.07349},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-07349.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08555,
  author       = {Gustav Bredell and
                  Christine Tanner and
                  Ender Konukoglu},
  title        = {Iterative Interaction Training for Segmentation Editing Networks},
  journal      = {CoRR},
  volume       = {abs/1807.08555},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.08555},
  eprinttype    = {arXiv},
  eprint       = {1807.08555},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-08555.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08935,
  author       = {Jana Kemnitz and
                  Christian F. Baumgartner and
                  Wolfgang Wirth and
                  Felix Eckstein and
                  Sebastian K. Eder and
                  Ender Konukoglu},
  title        = {Combining Heterogeneously Labeled Datasets For Training Segmentation
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1807.08935},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.08935},
  eprinttype    = {arXiv},
  eprint       = {1807.08935},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-08935.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-11272,
  author       = {Katar{\'{\i}}na T{\'{o}}thov{\'{a}} and
                  Sarah Parisot and
                  Matthew C. H. Lee and
                  Esther Puyol{-}Ant{\'{o}}n and
                  Lisa M. Koch and
                  Andrew P. King and
                  Ender Konukoglu and
                  Marc Pollefeys},
  title        = {Uncertainty Quantification in CNN-Based Surface Prediction Using Shape
                  Priors},
  journal      = {CoRR},
  volume       = {abs/1807.11272},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.11272},
  eprinttype    = {arXiv},
  eprint       = {1807.11272},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-11272.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10780,
  author       = {Daniel Coelho de Castro and
                  Jeremy Tan and
                  Bernhard Kainz and
                  Ender Konukoglu and
                  Ben Glocker},
  title        = {Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation
                  Learning},
  journal      = {CoRR},
  volume       = {abs/1809.10780},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.10780},
  eprinttype    = {arXiv},
  eprint       = {1809.10780},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-10780.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07767,
  author       = {Anton S. Becker and
                  Luk{\'{a}}s Jendele and
                  Ondrej Skopek and
                  Nicole Berger and
                  Soleen Ghafoor and
                  Magda Marcon and
                  Ender Konukoglu},
  title        = {Injecting and removing malignant features in mammography with CycleGAN:
                  Investigation of an automated adversarial attack using neural networks},
  journal      = {CoRR},
  volume       = {abs/1811.07767},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.07767},
  eprinttype    = {arXiv},
  eprint       = {1811.07767},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-07767.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijira/TuranAAKS17,
  author       = {Mehmet Turan and
                  Yasin Almalioglu and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {A non-rigid map fusion-based direct {SLAM} method for endoscopic capsule
                  robots},
  journal      = {Int. J. Intell. Robotics Appl.},
  volume       = {1},
  number       = {4},
  pages        = {399--409},
  year         = {2017},
  url          = {https://doi.org/10.1007/s41315-017-0036-4},
  doi          = {10.1007/S41315-017-0036-4},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijira/TuranAAKS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijira/TuranSAKS17,
  author       = {Mehmet Turan and
                  Jahanzaib Shabbir and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {A deep learning based fusion of {RGB} camera information and magnetic
                  localization information for endoscopic capsule robots},
  journal      = {Int. J. Intell. Robotics Appl.},
  volume       = {1},
  number       = {4},
  pages        = {442--450},
  year         = {2017},
  url          = {https://doi.org/10.1007/s41315-017-0039-1},
  doi          = {10.1007/S41315-017-0039-1},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijira/TuranSAKS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaumgartnerKPK17,
  author       = {Christian F. Baumgartner and
                  Lisa M. Koch and
                  Marc Pollefeys and
                  Ender Konukoglu},
  editor       = {Mihaela Pop and
                  Maxime Sermesant and
                  Pierre{-}Marc Jodoin and
                  Alain Lalande and
                  Xiahai Zhuang and
                  Guang Yang and
                  Alistair A. Young and
                  Olivier Bernard},
  title        = {An Exploration of 2D and 3D Deep Learning Techniques for Cardiac {MR}
                  Image Segmentation},
  booktitle    = {Statistical Atlases and Computational Models of the Heart. {ACDC}
                  and {MMWHS} Challenges - 8th International Workshop, {STACOM} 2017,
                  Held in Conjunction with {MICCAI} 2017, Quebec City, Canada, September
                  10-14, 2017, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10663},
  pages        = {111--119},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-75541-0\_12},
  doi          = {10.1007/978-3-319-75541-0\_12},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/BaumgartnerKPK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KaraniTKK17,
  author       = {Neerav Karani and
                  Christine Tanner and
                  Sebastian Kozerke and
                  Ender Konukoglu},
  editor       = {Maxime Descoteaux and
                  Lena Maier{-}Hein and
                  Alfred M. Franz and
                  Pierre Jannin and
                  D. Louis Collins and
                  Simon Duchesne},
  title        = {Temporal Interpolation of Abdominal MRIs Acquired During Free-Breathing},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2017 - 20th International Conference, Quebec City, QC, Canada, September
                  11-13, 2017, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10434},
  pages        = {359--367},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-66185-8\_41},
  doi          = {10.1007/978-3-319-66185-8\_41},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KaraniTKK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/GanzK17,
  author       = {Melanie Ganz and
                  Ender Konukoglu},
  title        = {Permutation tests for classification: revisited},
  booktitle    = {2017 International Workshop on Pattern Recognition in Neuroimaging,
                  {PRNI} 2017, Toronto, ON, Canada, June 21-23, 2017},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/PRNI.2017.7981495},
  doi          = {10.1109/PRNI.2017.7981495},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/prni/GanzK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonukogluG17,
  author       = {Ender Konukoglu and
                  Ben Glocker},
  title        = {SubCMap: Subject and Condition Specific Effect Maps},
  journal      = {CoRR},
  volume       = {abs/1701.02610},
  year         = {2017},
  url          = {http://arxiv.org/abs/1701.02610},
  eprinttype    = {arXiv},
  eprint       = {1701.02610},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KonukogluG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuranAKS17,
  author       = {Mehmet Turan and
                  Yasin Almalioglu and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {A Deep Learning Based 6 Degree-of-Freedom Localization Method for
                  Endoscopic Capsule Robots},
  journal      = {CoRR},
  volume       = {abs/1705.05435},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.05435},
  eprinttype    = {arXiv},
  eprint       = {1705.05435},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TuranAKS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuranAAKS17,
  author       = {Mehmet Turan and
                  Yasin Almalioglu and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {A Non-Rigid Map Fusion-Based RGB-Depth {SLAM} Method for Endoscopic
                  Capsule Robots},
  journal      = {CoRR},
  volume       = {abs/1705.05444},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.05444},
  eprinttype    = {arXiv},
  eprint       = {1705.05444},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TuranAAKS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuranAJAKS17,
  author       = {Mehmet Turan and
                  Abdullah Abdullah and
                  Redhwan Jamiruddin and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {Six Degree-of-Freedom Localization of Endoscopic Capsule Robots using
                  Recurrent Neural Networks embedded into a Convolutional Neural Network},
  journal      = {CoRR},
  volume       = {abs/1705.06196},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.06196},
  eprinttype    = {arXiv},
  eprint       = {1705.06196},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TuranAJAKS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TuranPJAKS17,
  author       = {Mehmet Turan and
                  Yusuf Yigit Pilavci and
                  Redhwan Jamiruddin and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {A fully dense and globally consistent 3D map reconstruction approach
                  for {GI} tract to enhance therapeutic relevance of the endoscopic
                  capsule robot},
  journal      = {CoRR},
  volume       = {abs/1705.06524},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.06524},
  eprinttype    = {arXiv},
  eprint       = {1705.06524},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TuranPJAKS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-06822,
  author       = {Mehmet Turan and
                  Yasin Almalioglu and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {Deep EndoVO: {A} Recurrent Convolutional Neural Network {(RCNN)} based
                  Visual Odometry Approach for Endoscopic Capsule Robots},
  journal      = {CoRR},
  volume       = {abs/1708.06822},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.06822},
  eprinttype    = {arXiv},
  eprint       = {1708.06822},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-06822.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-09740,
  author       = {Mehmet Turan and
                  Yusuf Yigit Pilavci and
                  Ipek Ganiyusufoglu and
                  Helder Ara{\'{u}}jo and
                  Ender Konukoglu and
                  Metin Sitti},
  title        = {Sparse-then-Dense Alignment based 3D Map Reconstruction Method for
                  Endoscopic Capsule Robots},
  journal      = {CoRR},
  volume       = {abs/1708.09740},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.09740},
  eprinttype    = {arXiv},
  eprint       = {1708.09740},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-09740.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-04496,
  author       = {Christian F. Baumgartner and
                  Lisa M. Koch and
                  Marc Pollefeys and
                  Ender Konukoglu},
  title        = {An Exploration of 2D and 3D Deep Learning Techniques for Cardiac {MR}
                  Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/1709.04496},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.04496},
  eprinttype    = {arXiv},
  eprint       = {1709.04496},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-04496.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08998,
  author       = {Christian F. Baumgartner and
                  Lisa M. Koch and
                  Kerem Can Tezcan and
                  Jia Xi Ang and
                  Ender Konukoglu},
  title        = {Visual Feature Attribution using Wasserstein GANs},
  journal      = {CoRR},
  volume       = {abs/1711.08998},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.08998},
  eprinttype    = {arXiv},
  eprint       = {1711.08998},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-08998.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11386,
  author       = {Kerem Can Tezcan and
                  Christian F. Baumgartner and
                  Ender Konukoglu},
  title        = {{MR} image reconstruction using the learned data distribution as prior},
  journal      = {CoRR},
  volume       = {abs/1711.11386},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.11386},
  eprinttype    = {arXiv},
  eprint       = {1711.11386},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-11386.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/KonukogluCSF16,
  author       = {Ender Konukoglu and
                  Jean{-}Philippe Coutu and
                  David H. Salat and
                  Bruce Fischl},
  title        = {Multivariate statistical analysis of diffusion imaging parameters
                  using partial least squares: Application to white matter variations
                  in Alzheimer's disease},
  journal      = {NeuroImage},
  volume       = {134},
  pages        = {573--586},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neuroimage.2016.04.038},
  doi          = {10.1016/J.NEUROIMAGE.2016.04.038},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/KonukogluCSF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KonukogluG16,
  author       = {Ender Konukoglu and
                  Ben Glocker},
  editor       = {Henning M{\"{u}}ller and
                  B. Michael Kelm and
                  Tal Arbel and
                  Weidong Cai and
                  Manual Jorge Cardoso and
                  Georg Langs and
                  Bjoern H. Menze and
                  Dimitris N. Metaxas and
                  Albert Montillo and
                  William M. Wells III and
                  Shaoting Zhang and
                  Albert C. S. Chung and
                  Mark Jenkinson and
                  Annemie Ribbens},
  title        = {Constructing Subject- and Disease-Specific Effect Maps: Application
                  to Neurodegenerative Diseases},
  booktitle    = {Medical Computer Vision and Bayesian and Graphical Models for Biomedical
                  Imaging - {MICCAI} 2016 International Workshops, {MCV} and BAMBI,
                  Athens, Greece, October 21, 2016, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10081},
  pages        = {3--13},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-61188-4\_1},
  doi          = {10.1007/978-3-319-61188-4\_1},
  timestamp    = {Mon, 02 Oct 2023 15:15:01 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KonukogluG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GlockerKLIARR16,
  author       = {Ben Glocker and
                  Ender Konukoglu and
                  Ioannis Lavdas and
                  Juan Eugenio Iglesias and
                  Eric O. Aboagye and
                  Andrea G. Rockall and
                  Daniel Rueckert},
  editor       = {S{\'{e}}bastien Ourselin and
                  Leo Joskowicz and
                  Mert R. Sabuncu and
                  G{\"{o}}zde B. {\"{U}}nal and
                  William M. Wells III},
  title        = {Correction of Fat-Water Swaps in Dixon {MRI}},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2016 - 19th International Conference, Athens, Greece, October 17-21,
                  2016, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9902},
  pages        = {536--543},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46726-9\_62},
  doi          = {10.1007/978-3-319-46726-9\_62},
  timestamp    = {Mon, 05 Feb 2024 20:27:27 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/GlockerKLIARR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GanzGFKI15,
  author       = {Melanie Ganz and
                  Douglas N. Greve and
                  Bruce Fischl and
                  Ender Konukoglu},
  title        = {Relevant feature set estimation with a knock-out strategy and random
                  forests},
  journal      = {NeuroImage},
  volume       = {122},
  pages        = {131--148},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.neuroimage.2015.08.006},
  doi          = {10.1016/J.NEUROIMAGE.2015.08.006},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/GanzGFKI15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/SabuncuK15,
  author       = {Mert R. Sabuncu and
                  Ender Konukoglu},
  title        = {Clinical Prediction from Structural Brain {MRI} Scans: {A} Large-Scale
                  Empirical Study},
  journal      = {Neuroinformatics},
  volume       = {13},
  number       = {1},
  pages        = {31--46},
  year         = {2015},
  url          = {https://doi.org/10.1007/s12021-014-9238-1},
  doi          = {10.1007/S12021-014-9238-1},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ni/SabuncuK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MenzeJBKFKBPSWL15,
  author       = {Bjoern H. Menze and
                  Andr{\'{a}}s Jakab and
                  Stefan Bauer and
                  Jayashree Kalpathy{-}Cramer and
                  Keyvan Farahani and
                  Justin S. Kirby and
                  Yuliya Burren and
                  Nicole Porz and
                  Johannes Slotboom and
                  Roland Wiest and
                  Levente Lanczi and
                  Elizabeth R. Gerstner and
                  Marc{-}Andr{\'{e}} Weber and
                  Tal Arbel and
                  Brian B. Avants and
                  Nicholas Ayache and
                  Patricia Buendia and
                  D. Louis Collins and
                  Nicolas Cordier and
                  Jason J. Corso and
                  Antonio Criminisi and
                  Tilak Das and
                  Herve Delingette and
                  {\c{C}}agatay Demiralp and
                  Christopher R. Durst and
                  Michel Dojat and
                  Senan Doyle and
                  Joana Festa and
                  Florence Forbes and
                  Ezequiel Geremia and
                  Ben Glocker and
                  Polina Golland and
                  Xiaotao Guo and
                  Andac Hamamci and
                  Khan M. Iftekharuddin and
                  Raj Jena and
                  Nigel M. John and
                  Ender Konukoglu and
                  Danial Lashkari and
                  Jos{\'{e}} Antonio Mariz and
                  Raphael Meier and
                  S{\'{e}}rgio Pereira and
                  Doina Precup and
                  Stephen J. Price and
                  Tammy Riklin Raviv and
                  Syed M. S. Reza and
                  Michael T. Ryan and
                  Duygu Sarikaya and
                  Lawrence H. Schwartz and
                  Hoo{-}Chang Shin and
                  Jamie Shotton and
                  Carlos A. Silva and
                  Nuno J. Sousa and
                  Nagesh K. Subbanna and
                  G{\'{a}}bor Sz{\'{e}}kely and
                  Thomas J. Taylor and
                  Owen M. Thomas and
                  Nicholas J. Tustison and
                  G{\"{o}}zde B. {\"{U}}nal and
                  Flor Vasseur and
                  Max Wintermark and
                  Dong Hye Ye and
                  Liang Zhao and
                  Binsheng Zhao and
                  Darko Zikic and
                  Marcel Prastawa and
                  Mauricio Reyes and
                  Koen Van Leemput},
  title        = {The Multimodal Brain Tumor Image Segmentation Benchmark {(BRATS)}},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {34},
  number       = {10},
  pages        = {1993--2024},
  year         = {2015},
  url          = {https://doi.org/10.1109/TMI.2014.2377694},
  doi          = {10.1109/TMI.2014.2377694},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/MenzeJBKFKBPSWL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KonukogluG14,
  author       = {Ender Konukoglu and
                  Melanie Ganz},
  title        = {Approximate False Positive Rate Control in Selection Frequency for
                  Random Forest},
  journal      = {CoRR},
  volume       = {abs/1410.2838},
  year         = {2014},
  url          = {http://arxiv.org/abs/1410.2838},
  eprinttype    = {arXiv},
  eprint       = {1410.2838},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KonukogluG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KonukogluGZC13,
  author       = {Ender Konukoglu and
                  Ben Glocker and
                  Darko Zikic and
                  Antonio Criminisi},
  title        = {Neighbourhood approximation using randomized forests},
  journal      = {Medical Image Anal.},
  volume       = {17},
  number       = {7},
  pages        = {790--804},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.media.2013.04.013},
  doi          = {10.1016/J.MEDIA.2013.04.013},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/KonukogluGZC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/CriminisiRKSPWS13,
  author       = {Antonio Criminisi and
                  Duncan P. Robertson and
                  Ender Konukoglu and
                  Jamie Shotton and
                  Sayan D. Pathak and
                  Steve White and
                  Khan M. Siddiqui},
  title        = {Regression forests for efficient anatomy detection and localization
                  in computed tomography scans},
  journal      = {Medical Image Anal.},
  volume       = {17},
  number       = {8},
  pages        = {1293--1303},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.media.2013.01.001},
  doi          = {10.1016/J.MEDIA.2013.01.001},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/CriminisiRKSPWS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KonukogluGCP13,
  author       = {Ender Konukoglu and
                  Ben Glocker and
                  Antonio Criminisi and
                  Kilian M. Pohl},
  title        = {WESD-Weighted Spectral Distance for Measuring Shape Dissimilarity},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {35},
  number       = {9},
  pages        = {2284--2297},
  year         = {2013},
  url          = {https://doi.org/10.1109/TPAMI.2012.275},
  doi          = {10.1109/TPAMI.2012.275},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/KonukogluGCP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DittmannMKU13,
  author       = {Florian Dittmann and
                  Bjoern H. Menze and
                  Ender Konukoglu and
                  Jan Unkelbach},
  editor       = {Li Shen and
                  Tianming Liu and
                  Pew{-}Thian Yap and
                  Heng Huang and
                  Dinggang Shen and
                  Carl{-}Fredrik Westin},
  title        = {Use of Diffusion Tensor Images in Glioma Growth Modeling for Radiotherapy
                  Target Delineation},
  booktitle    = {Multimodal Brain Image Analysis - Third International Workshop, {MBIA}
                  2013, Held in Conjunction with {MICCAI} 2013, Nagoya, Japan, September
                  22, 2013, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8159},
  pages        = {63--73},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-02126-3\_7},
  doi          = {10.1007/978-3-319-02126-3\_7},
  timestamp    = {Mon, 19 Feb 2024 14:24:13 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/DittmannMKU13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KonukogluKSF13,
  author       = {Ender Konukoglu and
                  Andr{\'{e}} J. W. van der Kouwe and
                  Mert Rory Sabuncu and
                  Bruce Fischl},
  editor       = {Kensaku Mori and
                  Ichiro Sakuma and
                  Yoshinobu Sato and
                  Christian Barillot and
                  Nassir Navab},
  title        = {Example-Based Restoration of High-Resolution Magnetic Resonance Image
                  Acquisitions},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2013 - 16th International Conference, Nagoya, Japan, September 22-26,
                  2013, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8149},
  pages        = {131--138},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40811-3\_17},
  doi          = {10.1007/978-3-642-40811-3\_17},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KonukogluKSF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KonukogluGLS13,
  author       = {Ender Konukoglu and
                  Melanie Ganz and
                  Koen Van Leemput and
                  Mert R. Sabuncu},
  editor       = {Guorong Wu and
                  Daoqiang Zhang and
                  Dinggang Shen and
                  Pingkun Yan and
                  Kenji Suzuki and
                  Fei Wang},
  title        = {On Feature Relevance in Image-Based Prediction Models: An Empirical
                  Study},
  booktitle    = {Machine Learning in Medical Imaging - 4th International Workshop,
                  {MLMI} 2013, Held in Conjunction with {MICCAI} 2013, Nagoya, Japan,
                  September 22, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8184},
  pages        = {171--178},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-02267-3\_22},
  doi          = {10.1007/978-3-319-02267-3\_22},
  timestamp    = {Sat, 05 Sep 2020 18:06:04 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KonukogluGLS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GlockerZKHC13,
  author       = {Ben Glocker and
                  Darko Zikic and
                  Ender Konukoglu and
                  David R. Haynor and
                  Antonio Criminisi},
  editor       = {Kensaku Mori and
                  Ichiro Sakuma and
                  Yoshinobu Sato and
                  Christian Barillot and
                  Nassir Navab},
  title        = {Vertebrae Localization in Pathological Spine {CT} via Dense Classification
                  from Sparse Annotations},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2013 - 16th International Conference, Nagoya, Japan, September 22-26,
                  2013, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8150},
  pages        = {262--270},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40763-5\_33},
  doi          = {10.1007/978-3-642-40763-5\_33},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/GlockerZKHC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YeZGCK13,
  author       = {Dong Hye Ye and
                  Darko Zikic and
                  Ben Glocker and
                  Antonio Criminisi and
                  Ender Konukoglu},
  editor       = {Kensaku Mori and
                  Ichiro Sakuma and
                  Yoshinobu Sato and
                  Christian Barillot and
                  Nassir Navab},
  title        = {Modality Propagation: Coherent Synthesis of Subject-Specific Scans
                  with Data-Driven Regularization},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2013 - 16th International Conference, Nagoya, Japan, September 22-26,
                  2013, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8149},
  pages        = {606--613},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40811-3\_76},
  doi          = {10.1007/978-3-642-40811-3\_76},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/YeZGCK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IglesiasKZGLF13,
  author       = {Juan Eugenio Iglesias and
                  Ender Konukoglu and
                  Darko Zikic and
                  Ben Glocker and
                  Koen Van Leemput and
                  Bruce Fischl},
  editor       = {Kensaku Mori and
                  Ichiro Sakuma and
                  Yoshinobu Sato and
                  Christian Barillot and
                  Nassir Navab},
  title        = {Is Synthesizing {MRI} Contrast Useful for Inter-modality Analysis?},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2013 - 16th International Conference, Nagoya, Japan, September 22-26,
                  2013, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8149},
  pages        = {631--638},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40811-3\_79},
  doi          = {10.1007/978-3-642-40811-3\_79},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/IglesiasKZGLF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftcgv/CriminisiSK12,
  author       = {Antonio Criminisi and
                  Jamie Shotton and
                  Ender Konukoglu},
  title        = {Decision Forests: {A} Unified Framework for Classification, Regression,
                  Density Estimation, Manifold Learning and Semi-Supervised Learning},
  journal      = {Found. Trends Comput. Graph. Vis.},
  volume       = {7},
  number       = {2-3},
  pages        = {81--227},
  year         = {2012},
  url          = {https://doi.org/10.1561/0600000035},
  doi          = {10.1561/0600000035},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ftcgv/CriminisiSK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/KonukogluGYCP12,
  author       = {Ender Konukoglu and
                  Ben Glocker and
                  Dong Hye Ye and
                  Antonio Criminisi and
                  Kilian M. Pohl},
  title        = {Discriminative Segmentation-Based Evaluation Through Shape Dissimilarity},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {31},
  number       = {12},
  pages        = {2278--2289},
  year         = {2012},
  url          = {https://doi.org/10.1109/TMI.2012.2216281},
  doi          = {10.1109/TMI.2012.2216281},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmi/KonukogluGYCP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/GlockerPKC12,
  author       = {Ben Glocker and
                  Olivier Pauly and
                  Ender Konukoglu and
                  Antonio Criminisi},
  editor       = {Andrew W. Fitzgibbon and
                  Svetlana Lazebnik and
                  Pietro Perona and
                  Yoichi Sato and
                  Cordelia Schmid},
  title        = {Joint Classification-Regression Forests for Spatially Structured Multi-object
                  Segmentation},
  booktitle    = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
                  Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7575},
  pages        = {870--881},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33765-9\_62},
  doi          = {10.1007/978-3-642-33765-9\_62},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/GlockerPKC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BernardisKOMDP12,
  author       = {Elena Bernardis and
                  Ender Konukoglu and
                  Yangming Ou and
                  Dimitris N. Metaxas and
                  Benoit Desjardins and
                  Kilian M. Pohl},
  editor       = {Nicholas Ayache and
                  Herv{\'{e}} Delingette and
                  Polina Golland and
                  Kensaku Mori},
  title        = {Temporal Shape Analysis via the Spectral Signature},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2012 - 15th International Conference, Nice, France, October 1-5, 2012,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7511},
  pages        = {49--56},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33418-4\_7},
  doi          = {10.1007/978-3-642-33418-4\_7},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BernardisKOMDP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KonukogluGZC12,
  author       = {Ender Konukoglu and
                  Ben Glocker and
                  Darko Zikic and
                  Antonio Criminisi},
  editor       = {Nicholas Ayache and
                  Herv{\'{e}} Delingette and
                  Polina Golland and
                  Kensaku Mori},
  title        = {Neighbourhood Approximation Forests},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2012 - 15th International Conference, Nice, France, October 1-5, 2012,
                  Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7512},
  pages        = {75--82},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33454-2\_10},
  doi          = {10.1007/978-3-642-33454-2\_10},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KonukogluGZC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZikicGKCDSTDJP12,
  author       = {Darko Zikic and
                  Ben Glocker and
                  Ender Konukoglu and
                  Antonio Criminisi and
                  {\c{C}}agatay Demiralp and
                  Jamie Shotton and
                  Owen M. Thomas and
                  Tilak Das and
                  Raj Jena and
                  Stephen J. Price},
  editor       = {Nicholas Ayache and
                  Herv{\'{e}} Delingette and
                  Polina Golland and
                  Kensaku Mori},
  title        = {Decision Forests for Tissue-Specific Segmentation of High-Grade Gliomas
                  in Multi-channel {MR}},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2012 - 15th International Conference, Nice, France, October 1-5, 2012,
                  Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7512},
  pages        = {369--376},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33454-2\_46},
  doi          = {10.1007/978-3-642-33454-2\_46},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ZikicGKCDSTDJP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GlockerFCHK12,
  author       = {Ben Glocker and
                  Johannes Feulner and
                  Antonio Criminisi and
                  David R. Haynor and
                  Ender Konukoglu},
  editor       = {Nicholas Ayache and
                  Herv{\'{e}} Delingette and
                  Polina Golland and
                  Kensaku Mori},
  title        = {Automatic Localization and Identification of Vertebrae in Arbitrary
                  Field-of-View {CT} Scans},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2012 - 15th International Conference, Nice, France, October 1-5, 2012,
                  Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7512},
  pages        = {590--598},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33454-2\_73},
  doi          = {10.1007/978-3-642-33454-2\_73},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/GlockerFCHK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2011stacom,
  editor       = {Oscar Camara and
                  Ender Konukoglu and
                  Mihaela Pop and
                  Kawal S. Rhode and
                  Maxime Sermesant and
                  Alistair A. Young},
  title        = {Statistical Atlases and Computational Models of the Heart. Imaging
                  and Modelling Challenges - Second International Workshop, {STACOM}
                  2011, Held in Conjunction with {MICCAI} 2011, Toronto, ON, Canada,
                  September 22, 2011, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7085},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-28326-0},
  doi          = {10.1007/978-3-642-28326-0},
  isbn         = {978-3-642-28325-3},
  timestamp    = {Thu, 16 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/2011stacom.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-5016,
  author       = {Ender Konukoglu and
                  Ben Glocker and
                  Antonio Criminisi and
                  Kilian M. Pohl},
  title        = {{WESD} - Weighted Spectral Distance for Measuring Shape Dissimilarity},
  journal      = {CoRR},
  volume       = {abs/1208.5016},
  year         = {2012},
  url          = {http://arxiv.org/abs/1208.5016},
  eprinttype    = {arXiv},
  eprint       = {1208.5016},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-5016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cg/PernodSKRDA11,
  author       = {Erik Pernod and
                  Maxime Sermesant and
                  Ender Konukoglu and
                  Jatin Relan and
                  Herve Delingette and
                  Nicholas Ayache},
  title        = {A multi-front eikonal model of cardiac electrophysiology for interactive
                  simulation of radio-frequency ablation},
  journal      = {Comput. Graph.},
  volume       = {35},
  number       = {2},
  pages        = {431--440},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.cag.2011.01.008},
  doi          = {10.1016/J.CAG.2011.01.008},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cg/PernodSKRDA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GeremiaCMKCA11,
  author       = {Ezequiel Geremia and
                  Olivier Clatz and
                  Bjoern H. Menze and
                  Ender Konukoglu and
                  Antonio Criminisi and
                  Nicholas Ayache},
  title        = {Spatial decision forests for {MS} lesion segmentation in multi-channel
                  magnetic resonance images},
  journal      = {NeuroImage},
  volume       = {57},
  number       = {2},
  pages        = {378--390},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.neuroimage.2011.03.080},
  doi          = {10.1016/J.NEUROIMAGE.2011.03.080},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/GeremiaCMKCA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/IglesiasKMTC11,
  author       = {Juan Eugenio Iglesias and
                  Ender Konukoglu and
                  Albert Montillo and
                  Zhuowen Tu and
                  Antonio Criminisi},
  editor       = {G{\'{a}}bor Sz{\'{e}}kely and
                  Horst K. Hahn},
  title        = {Combining Generative and Discriminative Models for Semantic Segmentation
                  of {CT} Scans via Active Learning},
  booktitle    = {Information Processing in Medical Imaging - 22nd International Conference,
                  {IPMI} 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6801},
  pages        = {25--36},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22092-0\_3},
  doi          = {10.1007/978-3-642-22092-0\_3},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmi/IglesiasKMTC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/MenzeLHKWAG11,
  author       = {Bjoern H. Menze and
                  Koen Van Leemput and
                  Antti Honkela and
                  Ender Konukoglu and
                  Marc{-}Andr{\'{e}} Weber and
                  Nicholas Ayache and
                  Polina Golland},
  editor       = {G{\'{a}}bor Sz{\'{e}}kely and
                  Horst K. Hahn},
  title        = {A Generative Approach for Image-Based Modeling of Tumor Growth},
  booktitle    = {Information Processing in Medical Imaging - 22nd International Conference,
                  {IPMI} 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6801},
  pages        = {735--747},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22092-0\_60},
  doi          = {10.1007/978-3-642-22092-0\_60},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmi/MenzeLHKWAG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/KonukogluCPRWHS11,
  author       = {Ender Konukoglu and
                  Antonio Criminisi and
                  Sayan D. Pathak and
                  Duncan P. Robertson and
                  Steve White and
                  David R. Haynor and
                  Khan M. Siddiqui},
  editor       = {Benoit M. Dawant and
                  David R. Haynor},
  title        = {Robust linear registration of {CT} images using random regression
                  forests},
  booktitle    = {Medical Imaging 2011: Image Processing, Lake Buena Vista, Florida,
                  USA, February 14-16, 2011},
  series       = {{SPIE} Proceedings},
  volume       = {7962},
  pages        = {79621X},
  publisher    = {{SPIE}},
  year         = {2011},
  url          = {https://doi.org/10.1117/12.878085},
  doi          = {10.1117/12.878085},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miip/KonukogluCPRWHS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KonukogluCBDA10,
  author       = {Ender Konukoglu and
                  Olivier Clatz and
                  Pierre{-}Yves Bondiau and
                  Herv{\'{e}} Delingette and
                  Nicholas Ayache},
  title        = {Extrapolating glioma invasion margin in brain magnetic resonance images:
                  Suggesting new irradiation margins},
  journal      = {Medical Image Anal.},
  volume       = {14},
  number       = {2},
  pages        = {111--125},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.media.2009.11.005},
  doi          = {10.1016/J.MEDIA.2009.11.005},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/KonukogluCBDA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/KonukogluCMSWMDA10,
  author       = {Ender Konukoglu and
                  Olivier Clatz and
                  Bjoern H. Menze and
                  Bram Stieltjes and
                  Marc{-}Andr{\'{e}} Weber and
                  Emmanuel Mandonnet and
                  Herve Delingette and
                  Nicholas Ayache},
  title        = {Image Guided Personalization of Reaction-Diffusion Type Tumor Growth
                  Models Using Modified Anisotropic Eikonal Equations},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {29},
  number       = {1},
  pages        = {77--95},
  year         = {2010},
  url          = {https://doi.org/10.1109/TMI.2009.2026413},
  doi          = {10.1109/TMI.2009.2026413},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/KonukogluCMSWMDA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CriminisiSRK10,
  author       = {Antonio Criminisi and
                  Jamie Shotton and
                  Duncan P. Robertson and
                  Ender Konukoglu},
  editor       = {Bjoern H. Menze and
                  Georg Langs and
                  Zhuowen Tu and
                  Antonio Criminisi},
  title        = {Regression Forests for Efficient Anatomy Detection and Localization
                  in {CT} Studies},
  booktitle    = {Medical Computer Vision. Recognition Techniques and Applications in
                  Medical Imaging - International {MICCAI} Workshop, {MCV} 2010, Beijing,
                  China, September 20, 2010, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {6533},
  pages        = {106--117},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-18421-5\_11},
  doi          = {10.1007/978-3-642-18421-5\_11},
  timestamp    = {Mon, 16 Sep 2019 15:30:51 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/CriminisiSRK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GeremiaMCKCA10,
  author       = {Ezequiel Geremia and
                  Bjoern H. Menze and
                  Olivier Clatz and
                  Ender Konukoglu and
                  Antonio Criminisi and
                  Nicholas Ayache},
  editor       = {Tianzi Jiang and
                  Nassir Navab and
                  Josien P. W. Pluim and
                  Max A. Viergever},
  title        = {Spatial Decision Forests for {MS} Lesion Segmentation in Multi-Channel
                  {MR} Images},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2010, 13th International Conference, Beijing, China, September 20-24,
                  2010, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6361},
  pages        = {111--118},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15705-9\_14},
  doi          = {10.1007/978-3-642-15705-9\_14},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/GeremiaMCKCA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Konukoglu09,
  author       = {Ender Konukoglu},
  title        = {Modeling Glioma Growth and Personalizing Growth Models in Medical
                  Images. (Mod{\'{e}}lisation de la croissance des gliomes et personnalisation
                  des mod{\'{e}}les de croissance {\`{a}} l'aide d'images m{\'{e}}dicales)},
  school       = {University of Nice Sophia Antipolis, France},
  year         = {2009},
  url          = {https://tel.archives-ouvertes.fr/tel-00633697},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/hal/Konukoglu09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KonukogluWNAKBP08,
  author       = {Ender Konukoglu and
                  William M. Wells III and
                  S{\'{e}}bastien Novellas and
                  Nicholas Ayache and
                  Ron Kikinis and
                  Peter M. Black and
                  Kilian M. Pohl},
  title        = {Monitoring slowly evolving tumors},
  booktitle    = {Proceedings of the 2008 {IEEE} International Symposium on Biomedical
                  Imaging: From Nano to Macro, Paris, France, May 14-17, 2008},
  pages        = {812--815},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/ISBI.2008.4541120},
  doi          = {10.1109/ISBI.2008.4541120},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/KonukogluWNAKBP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/KonukogluA07,
  author       = {Ender Konukoglu and
                  Burak Acar},
  title        = {{HDF:} Heat diffusion fields for polyp detection in {CT} colonography},
  journal      = {Signal Process.},
  volume       = {87},
  number       = {10},
  pages        = {2407--2416},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.sigpro.2007.03.021},
  doi          = {10.1016/J.SIGPRO.2007.03.021},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigpro/KonukogluA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/KonukogluAPBRN07,
  author       = {Ender Konukoglu and
                  Burak Acar and
                  David S. Paik and
                  Christopher F. Beaulieu and
                  Jarrett Rosenberg and
                  Sandy Napel},
  title        = {Polyp Enhancing Level Set Evolution of Colon Wall: Method and Pilot
                  Study},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {26},
  number       = {12},
  pages        = {1649--1656},
  year         = {2007},
  url          = {https://doi.org/10.1109/TMI.2007.901429},
  doi          = {10.1109/TMI.2007.901429},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/KonukogluAPBRN07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fimh/SermesantKDCCRRA07,
  author       = {Maxime Sermesant and
                  Ender Konukoglu and
                  Herv{\'{e}} Delingette and
                  Yves Coudi{\`{e}}re and
                  Phani Chinchapatnam and
                  Kawal S. Rhode and
                  Reza Razavi and
                  Nicholas Ayache},
  editor       = {Frank B. Sachse and
                  Gunnar Seemann},
  title        = {An Anisotropic Multi-front Fast Marching Method for Real-Time Simulation
                  of Cardiac Electrophysiology},
  booktitle    = {Functional Imaging and Modeling of the Heart, 4th International Conference,
                  {FIMH} 2007, Salt Lake City, UT, USA, June 7-9, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4466},
  pages        = {160--169},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72907-5\_17},
  doi          = {10.1007/978-3-540-72907-5\_17},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fimh/SermesantKDCCRRA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/KonukogluSCPDA07,
  author       = {Ender Konukoglu and
                  Maxime Sermesant and
                  Olivier Clatz and
                  Jean{-}Marc Peyrat and
                  Herv{\'{e}} Delingette and
                  Nicholas Ayache},
  editor       = {Nico Karssemeijer and
                  Boudewijn P. F. Lelieveldt},
  title        = {A Recursive Anisotropic Fast Marching Approach to Reaction Diffusion
                  Equation: Application to Tumor Growth Modeling},
  booktitle    = {Information Processing in Medical Imaging, 20th International Conference,
                  {IPMI} 2007, Kerkrade, The Netherlands, July 2-6, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4584},
  pages        = {687--699},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73273-0\_57},
  doi          = {10.1007/978-3-540-73273-0\_57},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmi/KonukogluSCPDA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KonukogluCBSDA07,
  author       = {Ender Konukoglu and
                  Olivier Clatz and
                  Pierre{-}Yves Bondiau and
                  Maxime Sermesant and
                  Herv{\'{e}} Delingette and
                  Nicholas Ayache},
  editor       = {Nicholas Ayache and
                  S{\'{e}}bastien Ourselin and
                  Anthony J. Maeder},
  title        = {Towards an Identification of Tumor Growth Parameters from Time Series
                  of Images},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2007, 10th International Conference, Brisbane, Australia, October
                  29 - November 2, 2007, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4791},
  pages        = {549--556},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-75757-3\_67},
  doi          = {10.1007/978-3-540-75757-3\_67},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KonukogluCBSDA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ercim/ClatzKBWDA07,
  author       = {Olivier Clatz and
                  Ender Konukoglu and
                  Pierre{-}Yves Bondiau and
                  Simon K. Warfield and
                  Herv{\'{e}} Delingette and
                  Nicholas Ayache},
  title        = {Computational Brain Tumours},
  journal      = {{ERCIM} News},
  volume       = {2007},
  number       = {69},
  year         = {2007},
  url          = {http://ercim-news.ercim.eu/computational-brain-tumours},
  timestamp    = {Wed, 22 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ercim/ClatzKBWDA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YorukKSD06,
  author       = {Erdem Y{\"{o}}r{\"{u}}k and
                  Ender Konukoglu and
                  B{\"{u}}lent Sankur and
                  J{\'{e}}r{\^{o}}me Darbon},
  title        = {Shape-Based Hand Recognition},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {15},
  number       = {7},
  pages        = {1803--1815},
  year         = {2006},
  url          = {https://doi.org/10.1109/TIP.2006.873439},
  doi          = {10.1109/TIP.2006.873439},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/YorukKSD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KonukogluCBDA06,
  author       = {Ender Konukoglu and
                  Olivier Clatz and
                  Pierre{-}Yves Bondiau and
                  Herv{\'{e}} Delingette and
                  Nicholas Ayache},
  editor       = {Rasmus Larsen and
                  Mads Nielsen and
                  Jon Sporring},
  title        = {Extrapolating Tumor Invasion Margins for Physiologically Determined
                  Radiotherapy Regions},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2006, 9th International Conference, Copenhagen, Denmark, October 1-6,
                  2006, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4190},
  pages        = {338--346},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11866565\_42},
  doi          = {10.1007/11866565\_42},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/KonukogluCBDA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KonukogluAPBN05,
  author       = {Ender Konukoglu and
                  Burak Acar and
                  David S. Paik and
                  Christopher F. Beaulieu and
                  Sandy Napel},
  title        = {Heat diffusion based detection of colonic polyps in {CT} colonography},
  booktitle    = {13th European Signal Processing Conference, {EUSIPCO} 2005, Antalya,
                  Turkey, September 4-8, 2005},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://ieeexplore.ieee.org/document/7078492/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eusipco/KonukogluAPBN05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/YorukKSD04,
  author       = {Erdem Y{\"{o}}r{\"{u}}k and
                  Ender Konukoglu and
                  B{\"{u}}lent Sankur and
                  J{\'{e}}r{\^{o}}me Darbon},
  title        = {Person authentication based on hand shape},
  booktitle    = {2004 12th European Signal Processing Conference, Vienna, Austria,
                  September 6-10, 2004},
  pages        = {1233--1236},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://ieeexplore.ieee.org/document/7079710/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eusipco/YorukKSD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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