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BibTeX records: Ender Konukoglu
@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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