BibTeX records: Seyed-Ahmad Ahmadi

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@proceedings{DBLP:conf/miccai/2023grail,
  editor       = {Seyed{-}Ahmad Ahmadi and
                  S{\'{e}}rgio Pereira},
  title        = {Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue
                  Dataset for Histopathology - 5th {MICCAI} Workshop, {GRAIL} 2023 and
                  1st {MICCAI} Challenge, {OCELOT} 2023, Held in Conjunction with {MICCAI}
                  2023, Vancouver, BC, Canada, September 23, and October 4, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14373},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-55088-1},
  doi          = {10.1007/978-3-031-55088-1},
  isbn         = {978-3-031-55087-4},
  timestamp    = {Mon, 25 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/2023grail.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ZaripovaCKABN23,
  author       = {Kamilia Zaripova and
                  Luca Cosmo and
                  Anees Kazi and
                  Seyed{-}Ahmad Ahmadi and
                  Michael M. Bronstein and
                  Nassir Navab},
  title        = {Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean
                  domain for biological and healthcare applications},
  journal      = {Medical Image Anal.},
  volume       = {88},
  pages        = {102839},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.media.2023.102839},
  doi          = {10.1016/J.MEDIA.2023.102839},
  timestamp    = {Fri, 18 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/ZaripovaCKABN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KaziCANB23,
  author       = {Anees Kazi and
                  Luca Cosmo and
                  Seyed{-}Ahmad Ahmadi and
                  Nassir Navab and
                  Michael M. Bronstein},
  title        = {Differentiable Graph Module {(DGM)} for Graph Convolutional Networks},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {2},
  pages        = {1606--1617},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2022.3170249},
  doi          = {10.1109/TPAMI.2022.3170249},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/KaziCANB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/LiFPAKKNKAE23,
  author       = {Jianning Li and
                  Andr{\'{e}} Ferreira and
                  Behrus Puladi and
                  Victor Alves and
                  Michael Kamp and
                  Moon S. Kim and
                  Felix Nensa and
                  Jens Kleesiek and
                  Seyed{-}Ahmad Ahmadi and
                  Jan Egger},
  title        = {Open-source skull reconstruction with {MONAI}},
  journal      = {SoftwareX},
  volume       = {23},
  pages        = {101432},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.softx.2023.101432},
  doi          = {10.1016/J.SOFTX.2023.101432},
  timestamp    = {Sat, 28 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/softx/LiFPAKKNKAE23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/YeganehFWA0N23,
  author       = {Yousef Yeganeh and
                  Azade Farshad and
                  Peter Weinberger and
                  Seyed{-}Ahmad Ahmadi and
                  Ehsan Adeli and
                  Nassir Navab},
  title        = {Transformers Pay Attention to Convolutions Leveraging Emerging Properties
                  of ViTs by Dual Attention-Image Network},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
                  - Workshops, Paris, France, October 2-6, 2023},
  pages        = {2296--2307},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCVW60793.2023.00244},
  doi          = {10.1109/ICCVW60793.2023.00244},
  timestamp    = {Wed, 10 Jan 2024 14:20:12 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/YeganehFWA0N23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14571,
  author       = {Yousef Yeganeh and
                  Azade Farshad and
                  Peter Weinberger and
                  Seyed{-}Ahmad Ahmadi and
                  Ehsan Adeli and
                  Nassir Navab},
  title        = {{DIAMANT:} Dual Image-Attention Map Encoders For Medical Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2304.14571},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.14571},
  doi          = {10.48550/ARXIV.2304.14571},
  eprinttype    = {arXiv},
  eprint       = {2304.14571},
  timestamp    = {Thu, 04 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-14571.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BurwinkelMSHTHF22,
  author       = {Hendrik Burwinkel and
                  Holger Matz and
                  Stefan Saur and
                  Christoph Hauger and
                  Michael Trost and
                  Nino Hirnschall and
                  Oliver Findl and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Physics-aware learning and domain-specific loss design in ophthalmology},
  journal      = {Medical Image Anal.},
  volume       = {76},
  pages        = {102314},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.media.2021.102314},
  doi          = {10.1016/J.MEDIA.2021.102314},
  timestamp    = {Fri, 04 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/BurwinkelMSHTHF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GoTAFCMMFA22,
  author       = {Cammille C. Go and
                  Huseyin O. Taskin and
                  Seyed{-}Ahmad Ahmadi and
                  Giulia Frazzetta and
                  Laura Cutler and
                  Saguna Malhotra and
                  Jessica I. W. Morgan and
                  Virginia L. Flanagin and
                  Geoffrey Karl Aguirre},
  title        = {Persistent horizontal and vertical, MR-induced nystagmus in resting
                  state Human Connectome Project data},
  journal      = {NeuroImage},
  volume       = {255},
  pages        = {119170},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neuroimage.2022.119170},
  doi          = {10.1016/J.NEUROIMAGE.2022.119170},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/GoTAFCMMFA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiFAKE22,
  author       = {Jianning Li and
                  Jana Fragemann and
                  Seyed{-}Ahmad Ahmadi and
                  Jens Kleesiek and
                  Jan Egger},
  editor       = {Jana Fragemann and
                  Jianning Li and
                  Xiao Liu and
                  Sotirios A. Tsaftaris and
                  Jan Egger and
                  Jens Kleesiek},
  title        = {Training {\(\beta\)}-VAE by Aggregating a Learned Gaussian Posterior
                  with a Decoupled Decoder},
  booktitle    = {Medical Applications with Disentanglements - First {MICCAI} Workshop,
                  {MAD} 2022, Held in Conjunction with {MICCAI} 2022, Singapore, September
                  22, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13823},
  pages        = {70--92},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-25046-0\_7},
  doi          = {10.1007/978-3-031-25046-0\_7},
  timestamp    = {Mon, 04 Sep 2023 20:40:36 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/LiFAKE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2022isgie,
  editor       = {Luigi Manfredi and
                  Seyed{-}Ahmad Ahmadi and
                  Michael M. Bronstein and
                  Anees Kazi and
                  Davide Lomanto and
                  Alwyn Mathew and
                  Ludovic Magerand and
                  Kamilia Mullakaeva and
                  Bartlomiej W. Papiez and
                  Russell H. Taylor and
                  Emanuele Trucco},
  title        = {Imaging Systems for {GI} Endoscopy, and Graphs in Biomedical Image
                  Analysis - First {MICCAI} Workshop, {ISGIE} 2022, and Fourth {MICCAI}
                  Workshop, {GRAIL} 2022, Held in Conjunction with {MICCAI} 2022, Singapore,
                  September 18, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13754},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-21083-9},
  doi          = {10.1007/978-3-031-21083-9},
  isbn         = {978-3-031-21082-2},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/2022isgie.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00323,
  author       = {Kamilia Mullakaeva and
                  Luca Cosmo and
                  Anees Kazi and
                  Seyed{-}Ahmad Ahmadi and
                  Nassir Navab and
                  Michael M. Bronstein},
  title        = {Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean
                  domain for biological and healthcare applications},
  journal      = {CoRR},
  volume       = {abs/2204.00323},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.00323},
  doi          = {10.48550/ARXIV.2204.00323},
  eprinttype    = {arXiv},
  eprint       = {2204.00323},
  timestamp    = {Wed, 06 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-00323.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14783,
  author       = {Jianning Li and
                  Jana Fragemann and
                  Seyed{-}Ahmad Ahmadi and
                  Jens Kleesiek and
                  Jan Egger},
  title        = {Training {\(\beta\)}-VAE by Aggregating a Learned Gaussian Posterior
                  with a Decoupled Decoder},
  journal      = {CoRR},
  volume       = {abs/2209.14783},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.14783},
  doi          = {10.48550/ARXIV.2209.14783},
  eprinttype    = {arXiv},
  eprint       = {2209.14783},
  timestamp    = {Thu, 06 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-14783.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14051,
  author       = {Jianning Li and
                  Andr{\'{e}} Ferreira and
                  Behrus Puladi and
                  Victor Alves and
                  Michael Kamp and
                  Moon{-}Sung Kim and
                  Felix Nensa and
                  Jens Kleesiek and
                  Seyed{-}Ahmad Ahmadi and
                  Jan Egger},
  title        = {Open-Source Skull Reconstruction with {MONAI}},
  journal      = {CoRR},
  volume       = {abs/2211.14051},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.14051},
  doi          = {10.48550/ARXIV.2211.14051},
  eprinttype    = {arXiv},
  eprint       = {2211.14051},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-14051.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/VivarKBZNA21,
  author       = {Gerome Vivar and
                  Anees Kazi and
                  Hendrik Burwinkel and
                  Andreas Zwergal and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Simultaneous imputation and classification using Multigraph Geometric
                  Matrix Completion {(MGMC):} Application to neurodegenerative disease
                  classification},
  journal      = {Artif. Intell. Medicine},
  volume       = {117},
  pages        = {102097},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.artmed.2021.102097},
  doi          = {10.1016/J.ARTMED.2021.102097},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/artmed/VivarKBZNA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GroschBLKASBDBZ21,
  author       = {Maximilian Grosch and
                  Leonie Beyer and
                  Magdalena Lindner and
                  Lena Kaiser and
                  Seyed{-}Ahmad Ahmadi and
                  Anna Stockbauer and
                  Peter Bartenstein and
                  Marianne Dieterich and
                  Matthias Brendel and
                  Andreas Zwergal and
                  Sibylle Ziegler},
  title        = {Metabolic connectivity-based single subject classification by multi-regional
                  linear approximation in the rat},
  journal      = {NeuroImage},
  volume       = {235},
  pages        = {118007},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.neuroimage.2021.118007},
  doi          = {10.1016/J.NEUROIMAGE.2021.118007},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/GroschBLKASBDBZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BurwinkelMSHEHF20,
  author       = {Hendrik Burwinkel and
                  Holger Matz and
                  Stefan Saur and
                  Christoph Hauger and
                  Ayse Mine Evren and
                  Nino Hirnschall and
                  Oliver Findl and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  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        = {Domain-Specific Loss Design for Unsupervised Physical Training: {A}
                  New Approach to Modeling Medical {ML} Solutions},
  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        = {540--550},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59713-9\_52},
  doi          = {10.1007/978-3-030-59713-9\_52},
  timestamp    = {Mon, 05 Oct 2020 18:46:15 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/BurwinkelMSHEHF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VivarMZNA20,
  author       = {Gerome Vivar and
                  Kamilia Mullakaeva and
                  Andreas Zwergal and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  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        = {Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition
                  at Test-Time},
  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        = {572--581},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59713-9\_55},
  doi          = {10.1007/978-3-030-59713-9\_55},
  timestamp    = {Mon, 05 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/VivarMZNA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BurwinkelKBZENA20,
  author       = {Hendrik Burwinkel and
                  Matthias Keicher and
                  David Bani{-}Harouni and
                  Tobias Zellner and
                  Florian Eyer and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  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        = {Decision Support for Intoxication Prediction Using Graph Convolutional
                  Networks},
  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        = {633--642},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59713-9\_61},
  doi          = {10.1007/978-3-030-59713-9\_61},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/BurwinkelKBZENA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CosmoKANB20,
  author       = {Luca Cosmo and
                  Anees Kazi and
                  Seyed{-}Ahmad Ahmadi and
                  Nassir Navab and
                  Michael M. Bronstein},
  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        = {Latent-Graph Learning for Disease Prediction},
  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        = {643--653},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59713-9\_62},
  doi          = {10.1007/978-3-030-59713-9\_62},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/CosmoKANB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13620,
  author       = {Luca Cosmo and
                  Anees Kazi and
                  Seyed{-}Ahmad Ahmadi and
                  Nassir Navab and
                  Michael M. Bronstein},
  title        = {Latent Patient Network Learning for Automatic Diagnosis},
  journal      = {CoRR},
  volume       = {abs/2003.13620},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.13620},
  eprinttype    = {arXiv},
  eprint       = {2003.13620},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-13620.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-14127,
  author       = {Gerome Vivar and
                  Kamilia Mullakaeva and
                  Andreas Zwergal and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition
                  at Test-Time},
  journal      = {CoRR},
  volume       = {abs/2003.14127},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.14127},
  eprinttype    = {arXiv},
  eprint       = {2003.14127},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-14127.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00840,
  author       = {Hendrik Burwinkel and
                  Matthias Keicher and
                  David Bani{-}Harouni and
                  Tobias Zellner and
                  Florian Eyer and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Decision Support for Intoxication Prediction Using Graph Convolutional
                  Networks},
  journal      = {CoRR},
  volume       = {abs/2005.00840},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.00840},
  eprinttype    = {arXiv},
  eprint       = {2005.00840},
  timestamp    = {Fri, 08 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-00840.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04454,
  author       = {Hendrik Burwinkel and
                  Holger Matz and
                  Stefan Saur and
                  Christoph Hauger and
                  Ayse Mine Evren and
                  Nino Hirnschall and
                  Oliver Findl and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Domain-specific loss design for unsupervised physical training: {A}
                  new approach to modeling medical {ML} solutions},
  journal      = {CoRR},
  volume       = {abs/2005.04454},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.04454},
  eprinttype    = {arXiv},
  eprint       = {2005.04454},
  timestamp    = {Thu, 14 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-04454.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06935,
  author       = {Gerome Vivar and
                  Anees Kazi and
                  Hendrik Burwinkel and
                  Andreas Zwergal and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Simultaneous imputation and disease classification in incomplete medical
                  datasets using Multigraph Geometric Matrix Completion {(MGMC)}},
  journal      = {CoRR},
  volume       = {abs/2005.06935},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.06935},
  eprinttype    = {arXiv},
  eprint       = {2005.06935},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-06935.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/MilletariFAVA19,
  author       = {Fausto Milletari and
                  Johann Frei and
                  Moustafa AboulAtta and
                  Gerome Vivar and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Cloud Deployment of High-Resolution Medical Image Analysis With {TOMAAT}},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {23},
  number       = {3},
  pages        = {969--977},
  year         = {2019},
  url          = {https://doi.org/10.1109/JBHI.2018.2885214},
  doi          = {10.1109/JBHI.2018.2885214},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/titb/MilletariFAVA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/KaziSKBVKAAN19,
  author       = {Anees Kazi and
                  Shayan Shekarforoush and
                  S. Arvind Krishna and
                  Hendrik Burwinkel and
                  Gerome Vivar and
                  Karsten Kort{\"{u}}m and
                  Seyed{-}Ahmad Ahmadi and
                  Shadi Albarqouni and
                  Nassir Navab},
  editor       = {Albert C. S. Chung and
                  James C. Gee and
                  Paul A. Yushkevich and
                  Siqi Bao},
  title        = {InceptionGCN: Receptive Field Aware Graph Convolutional Network for
                  Disease Prediction},
  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        = {73--85},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20351-1\_6},
  doi          = {10.1007/978-3-030-20351-1\_6},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmi/KaziSKBVKAAN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KaziSKBVWKAAN19,
  author       = {Anees Kazi and
                  Shayan Shekarforoush and
                  S. Arvind Krishna and
                  Hendrik Burwinkel and
                  Gerome Vivar and
                  Benedikt Wiestler and
                  Karsten Kort{\"{u}}m and
                  Seyed{-}Ahmad Ahmadi and
                  Shadi Albarqouni and
                  Nassir Navab},
  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        = {Graph Convolution Based Attention Model for Personalized Disease Prediction},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2019 - 22nd International Conference, Shenzhen, China, October 13-17,
                  2019, Proceedings, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11767},
  pages        = {122--130},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32251-9\_14},
  doi          = {10.1007/978-3-030-32251-9\_14},
  timestamp    = {Mon, 19 Feb 2024 14:24:13 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/KaziSKBVWKAAN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BurwinkelKVAZNA19,
  author       = {Hendrik Burwinkel and
                  Anees Kazi and
                  Gerome Vivar and
                  Shadi Albarqouni and
                  Guillaume Zahnd and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  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        = {Adaptive Image-Feature Learning for Disease Classification Using Inductive
                  Graph Networks},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2019 - 22nd International Conference, Shenzhen, China, October 13-17,
                  2019, Proceedings, Part {VI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11769},
  pages        = {640--648},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32226-7\_71},
  doi          = {10.1007/978-3-030-32226-7\_71},
  timestamp    = {Mon, 19 Feb 2024 14:24:13 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BurwinkelKVAZNA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01870,
  author       = {Moustafa AboulAtta and
                  Matthias Ossadnik and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Stabilizing Inputs to Approximated Nonlinear Functions for Inference
                  with Homomorphic Encryption in Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1902.01870},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.01870},
  eprinttype    = {arXiv},
  eprint       = {1902.01870},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-01870.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-04233,
  author       = {Anees Kazi and
                  Shayan Shekarforoush and
                  S. Arvind Krishna and
                  Hendrik Burwinkel and
                  Gerome Vivar and
                  Karsten U. Kortuem and
                  Seyed{-}Ahmad Ahmadi and
                  Shadi Albarqouni and
                  Nassir Navab},
  title        = {InceptionGCN: Receptive Field Aware Graph Convolutional Network for
                  Disease Prediction},
  journal      = {CoRR},
  volume       = {abs/1903.04233},
  year         = {2019},
  url          = {http://arxiv.org/abs/1903.04233},
  eprinttype    = {arXiv},
  eprint       = {1903.04233},
  timestamp    = {Sun, 25 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1903-04233.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03036,
  author       = {Hendrik Burwinkel and
                  Anees Kazi and
                  Gerome Vivar and
                  Shadi Albarqouni and
                  Guillaume Zahnd and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Adaptive image-feature learning for disease classification using inductive
                  graph networks},
  journal      = {CoRR},
  volume       = {abs/1905.03036},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.03036},
  eprinttype    = {arXiv},
  eprint       = {1905.03036},
  timestamp    = {Mon, 27 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-03036.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03053,
  author       = {Gerome Vivar and
                  Hendrik Burwinkel and
                  Anees Kazi and
                  Andreas Zwergal and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Multi-modal Graph Fusion for Inductive Disease Classification in Incomplete
                  Datasets},
  journal      = {CoRR},
  volume       = {abs/1905.03053},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.03053},
  eprinttype    = {arXiv},
  eprint       = {1905.03053},
  timestamp    = {Mon, 27 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-03053.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VivarZNA18,
  author       = {Gerome Vivar and
                  Andreas Zwergal and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  editor       = {Danail Stoyanov and
                  Zeike Taylor and
                  Enzo Ferrante and
                  Adrian V. Dalca and
                  Anne L. Martel and
                  Lena Maier{-}Hein and
                  Sarah Parisot and
                  Aristeidis Sotiras and
                  Bartlomiej W. Papiez and
                  Mert R. Sabuncu and
                  Li Shen},
  title        = {Multi-modal Disease Classification in Incomplete Datasets Using Geometric
                  Matrix Completion},
  booktitle    = {Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging
                  and Non-Imaging Modalities - Second International Workshop, {GRAIL}
                  2018 - and - First International Workshop, Beyond {MIC} 2018, Held
                  in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11044},
  pages        = {24--31},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00689-1\_3},
  doi          = {10.1007/978-3-030-00689-1\_3},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/VivarZNA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-08712,
  author       = {Atanas Mirchev and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Classification of sparsely labeled spatio-temporal data through semi-supervised
                  adversarial learning},
  journal      = {CoRR},
  volume       = {abs/1801.08712},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.08712},
  eprinttype    = {arXiv},
  eprint       = {1801.08712},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-08712.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-11550,
  author       = {Gerome Vivar and
                  Andreas Zwergal and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {Multi-modal Disease Classification in Incomplete Datasets Using Geometric
                  Matrix Completion},
  journal      = {CoRR},
  volume       = {abs/1803.11550},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.11550},
  eprinttype    = {arXiv},
  eprint       = {1803.11550},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-11550.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/MilletariAKPRML17,
  author       = {Fausto Milletari and
                  Seyed{-}Ahmad Ahmadi and
                  Christine Kroll and
                  Annika Plate and
                  Verena E. Rozanski and
                  Juliana Maiostre and
                  Johannes Levin and
                  Olaf Dietrich and
                  Birgit Ertl{-}Wagner and
                  Kai B{\"{o}}tzel and
                  Nassir Navab},
  title        = {Hough-CNN: Deep learning for segmentation of deep brain regions in
                  {MRI} and ultrasound},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {164},
  pages        = {92--102},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.cviu.2017.04.002},
  doi          = {10.1016/J.CVIU.2017.04.002},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cviu/MilletariAKPRML17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SilvaATCBVR17,
  author       = {N{\'{a}}dia Moreira da Silva and
                  Seyed{-}Ahmad Ahmadi and
                  S{\'{e}}rgio Miguel Neves Tafula and
                  Jo{\~{a}}o Paulo da Silva Cunha and
                  Kai B{\"{o}}tzel and
                  Christian Vollmar and
                  Verena E. Rozanski},
  title        = {A diffusion-based connectivity map of the GPi for optimised stereotactic
                  targeting in {DBS}},
  journal      = {NeuroImage},
  volume       = {144},
  pages        = {83--91},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.neuroimage.2016.06.018},
  doi          = {10.1016/J.NEUROIMAGE.2016.06.018},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/SilvaATCBVR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/ChristSEGHTADM17,
  author       = {Patrick Ferdinand Christ and
                  Sebastian Schlecht and
                  Florian Ettlinger and
                  Felix Gr{\"{u}}n and
                  Christoph Heinle and
                  Sunil Tatavarty and
                  Seyed{-}Ahmad Ahmadi and
                  Klaus Diepold and
                  Bjoern H. Menze},
  title        = {Diabetes60 - Inferring Bread Units From Food Images Using Fully Convolutional
                  Neural Networks},
  booktitle    = {2017 {IEEE} International Conference on Computer Vision Workshops,
                  {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
  pages        = {1526--1535},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICCVW.2017.180},
  doi          = {10.1109/ICCVW.2017.180},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/ChristSEGHTADM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ChristEKSAGVABM17,
  author       = {Patrick Ferdinand Christ and
                  Florian Ettlinger and
                  Georgios Kaissis and
                  Sebastian Schlecht and
                  Freba Ahmaddy and
                  Felix Gr{\"{u}}n and
                  Alexander Valentinitsch and
                  Seyed{-}Ahmad Ahmadi and
                  Rickmer Braren and
                  Bjoern H. Menze},
  title        = {SurvivalNet: Predicting patient survival from diffusion weighted magnetic
                  resonance images using cascaded fully convolutional and 3D Convolutional
                  Neural Networks},
  booktitle    = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2017, Melbourne, Australia, April 18-21, 2017},
  pages        = {839--843},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ISBI.2017.7950648},
  doi          = {10.1109/ISBI.2017.7950648},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/ChristEKSAGVABM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChristEKSAGVABM17,
  author       = {Patrick Ferdinand Christ and
                  Florian Ettlinger and
                  Georgios Kaissis and
                  Sebastian Schlecht and
                  Freba Ahmaddy and
                  Felix Gr{\"{u}}n and
                  Alexander Valentinitsch and
                  Seyed{-}Ahmad Ahmadi and
                  Rickmer Braren and
                  Bjoern H. Menze},
  title        = {SurvivalNet: Predicting patient survival from diffusion weighted magnetic
                  resonance images using cascaded fully convolutional and 3D convolutional
                  neural networks},
  journal      = {CoRR},
  volume       = {abs/1702.05941},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.05941},
  eprinttype    = {arXiv},
  eprint       = {1702.05941},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChristEKSAGVABM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChristEGELSATBB17,
  author       = {Patrick Ferdinand Christ and
                  Florian Ettlinger and
                  Felix Gr{\"{u}}n and
                  Mohamed Ezzeldin A. Elshaer and
                  Jana Lipkov{\'{a}} and
                  Sebastian Schlecht and
                  Freba Ahmaddy and
                  Sunil Tatavarty and
                  Marc Bickel and
                  Patrick Bilic and
                  Markus Rempfler and
                  Felix Hofmann and
                  Melvin D'Anastasi and
                  Seyed{-}Ahmad Ahmadi and
                  Georgios Kaissis and
                  Julian Holch and
                  Wieland H. Sommer and
                  Rickmer Braren and
                  Volker Heinemann and
                  Bjoern H. Menze},
  title        = {Automatic Liver and Tumor Segmentation of {CT} and {MRI} Volumes using
                  Cascaded Fully Convolutional Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1702.05970},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.05970},
  eprinttype    = {arXiv},
  eprint       = {1702.05970},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChristEGELSATBB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BernardBHABCCVM16,
  author       = {Olivier Bernard and
                  Johan G. Bosch and
                  Brecht Heyde and
                  Martino Alessandrini and
                  Daniel Barbosa and
                  Sorina Camarasu{-}Pop and
                  Frederic Cervenansky and
                  S{\'{e}}bastien Valette and
                  Oana Mirea and
                  Michel Bernier and
                  Pierre{-}Marc Jodoin and
                  Jaime Santo Domingos and
                  Richard V. Stebbing and
                  Kevin Keraudren and
                  Ozan Oktay and
                  Jose Caballero and
                  Wei Shi and
                  Daniel Rueckert and
                  Fausto Milletari and
                  Seyed{-}Ahmad Ahmadi and
                  Erik Smistad and
                  Frank Lindseth and
                  Maartje van Stralen and
                  Chen Wang and
                  {\"{O}}rjan Smedby and
                  Erwan Donal and
                  Mark Monaghan and
                  Alex Papachristidis and
                  Marcel L. Geleijnse and
                  Elena Galli and
                  Jan D'hooge},
  title        = {Standardized Evaluation System for Left Ventricular Segmentation Algorithms
                  in 3D Echocardiography},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {35},
  number       = {4},
  pages        = {967--977},
  year         = {2016},
  url          = {https://doi.org/10.1109/TMI.2015.2503890},
  doi          = {10.1109/TMI.2015.2503890},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmi/BernardBHABCCVM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3dim/MilletariNA16,
  author       = {Fausto Milletari and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {V-Net: Fully Convolutional Neural Networks for Volumetric Medical
                  Image Segmentation},
  booktitle    = {Fourth International Conference on 3D Vision, 3DV 2016, Stanford,
                  CA, USA, October 25-28, 2016},
  pages        = {565--571},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/3DV.2016.79},
  doi          = {10.1109/3DV.2016.79},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/3dim/MilletariNA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/KrollMNA16,
  author       = {Christine Kroll and
                  Fausto Milletari and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  editor       = {Bodo Rosenhahn and
                  Bjoern Andres},
  title        = {Coupling Convolutional Neural Networks and Hough Voting for Robust
                  Segmentation of Ultrasound Volumes},
  booktitle    = {Pattern Recognition - 38th German Conference, {GCPR} 2016, Hannover,
                  Germany, September 12-15, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9796},
  pages        = {439--450},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-45886-1\_36},
  doi          = {10.1007/978-3-319-45886-1\_36},
  timestamp    = {Mon, 26 Jun 2023 20:48:30 +0200},
  biburl       = {https://dblp.org/rec/conf/dagm/KrollMNA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChristEETBBRAHD16,
  author       = {Patrick Ferdinand Christ and
                  Mohamed Ezzeldin A. Elshaer and
                  Florian Ettlinger and
                  Sunil Tatavarty and
                  Marc Bickel and
                  Patrick Bilic and
                  Markus Rempfler and
                  Marco Armbruster and
                  Felix Hofmann and
                  Melvin D'Anastasi and
                  Wieland H. Sommer and
                  Seyed{-}Ahmad Ahmadi and
                  Bjoern H. Menze},
  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        = {Automatic Liver and Lesion Segmentation in {CT} Using Cascaded Fully
                  Convolutional Neural Networks and 3D Conditional Random Fields},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2016 - 19th International Conference, Athens, Greece, October 17-21,
                  2016, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9901},
  pages        = {415--423},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46723-8\_48},
  doi          = {10.1007/978-3-319-46723-8\_48},
  timestamp    = {Fri, 08 Apr 2022 11:01:35 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ChristEETBBRAHD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MilletariAKPRML16,
  author       = {Fausto Milletari and
                  Seyed{-}Ahmad Ahmadi and
                  Christine Kroll and
                  Annika Plate and
                  Verena E. Rozanski and
                  Juliana Maiostre and
                  Johannes Levin and
                  Olaf Dietrich and
                  Birgit Ertl{-}Wagner and
                  Kai B{\"{o}}tzel and
                  Nassir Navab},
  title        = {Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in
                  {MRI} and Ultrasound},
  journal      = {CoRR},
  volume       = {abs/1601.07014},
  year         = {2016},
  url          = {http://arxiv.org/abs/1601.07014},
  eprinttype    = {arXiv},
  eprint       = {1601.07014},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MilletariAKPRML16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MilletariNA16,
  author       = {Fausto Milletari and
                  Nassir Navab and
                  Seyed{-}Ahmad Ahmadi},
  title        = {V-Net: Fully Convolutional Neural Networks for Volumetric Medical
                  Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/1606.04797},
  year         = {2016},
  url          = {http://arxiv.org/abs/1606.04797},
  eprinttype    = {arXiv},
  eprint       = {1606.04797},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MilletariNA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChristEETBBRAHD16,
  author       = {Patrick Ferdinand Christ and
                  Mohamed Ezzeldin A. Elshaer and
                  Florian Ettlinger and
                  Sunil Tatavarty and
                  Marc Bickel and
                  Patrick Bilic and
                  Markus Rempfler and
                  Marco Armbruster and
                  Felix Hofmann and
                  Melvin D'Anastasi and
                  Wieland H. Sommer and
                  Seyed{-}Ahmad Ahmadi and
                  Bjoern H. Menze},
  title        = {Automatic Liver and Lesion Segmentation in {CT} Using Cascaded Fully
                  Convolutional Neural Networks and 3D Conditional Random Fields},
  journal      = {CoRR},
  volume       = {abs/1610.02177},
  year         = {2016},
  url          = {http://arxiv.org/abs/1610.02177},
  eprinttype    = {arXiv},
  eprint       = {1610.02177},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChristEETBBRAHD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/AhmadiMNSPB15,
  author       = {Seyed{-}Ahmad Ahmadi and
                  Fausto Milletari and
                  Nassir Navab and
                  Madeleine Schuberth and
                  Annika Plate and
                  Kai B{\"{o}}tzel},
  title        = {3D transcranial ultrasound as a novel intra-operative imaging technique
                  for {DBS} surgery: a feasibility study},
  journal      = {Int. J. Comput. Assist. Radiol. Surg.},
  volume       = {10},
  number       = {6},
  pages        = {891--900},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11548-015-1191-4},
  doi          = {10.1007/S11548-015-1191-4},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cars/AhmadiMNSPB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HennerspergerBWKAN15,
  author       = {Christoph Hennersperger and
                  Maximilian Baust and
                  Paulo Waelkens and
                  Athanasios Karamalis and
                  Seyed{-}Ahmad Ahmadi and
                  Nassir Navab},
  title        = {Multi-Scale Tubular Structure Detection in Ultrasound Imaging},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {34},
  number       = {1},
  pages        = {13--26},
  year         = {2015},
  url          = {https://doi.org/10.1109/TMI.2014.2340912},
  doi          = {10.1109/TMI.2014.2340912},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/HennerspergerBWKAN15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/MilletariKTIAN15,
  author       = {Fausto Milletari and
                  Wadim Kehl and
                  Federico Tombari and
                  Slobodan Ilic and
                  Seyed{-}Ahmad Ahmadi and
                  Nassir Navab},
  editor       = {Xianghua Xie and
                  Mark W. Jones and
                  Gary K. L. Tam},
  title        = {Universal Hough dictionaries for object tracking},
  booktitle    = {Proceedings of the British Machine Vision Conference 2015, {BMVC}
                  2015, Swansea, UK, September 7-10, 2015},
  pages        = {122.1--122.11},
  publisher    = {{BMVA} Press},
  year         = {2015},
  url          = {https://doi.org/10.5244/C.29.122},
  doi          = {10.5244/C.29.122},
  timestamp    = {Wed, 03 Feb 2021 08:35:18 +0100},
  biburl       = {https://dblp.org/rec/conf/bmvc/MilletariKTIAN15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MilletariAKHTSP15,
  author       = {Fausto Milletari and
                  Seyed{-}Ahmad Ahmadi and
                  Christine Kroll and
                  Christoph Hennersperger and
                  Federico Tombari and
                  Amit Shah and
                  Annika Plate and
                  Kai Boetzel and
                  Nassir Navab},
  editor       = {Nassir Navab and
                  Joachim Hornegger and
                  William M. Wells III and
                  Alejandro F. Frangi},
  title        = {Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough
                  Forests and Learned Data Representations},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2015 - 18th International Conference Munich, Germany, October 5-9,
                  2015, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9350},
  pages        = {111--118},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-24571-3\_14},
  doi          = {10.1007/978-3-319-24571-3\_14},
  timestamp    = {Mon, 03 Jan 2022 22:36:38 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/MilletariAKHTSP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SalehiAPNW15,
  author       = {Mehrdad Salehi and
                  Seyed{-}Ahmad Ahmadi and
                  Raphael Prevost and
                  Nassir Navab and
                  Wolfgang Wein},
  editor       = {Nassir Navab and
                  Joachim Hornegger and
                  William M. Wells III and
                  Alejandro F. Frangi},
  title        = {Patient-specific 3D Ultrasound Simulation Based on Convolutional Ray-tracing
                  and Appearance Optimization},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2015 - 18th International Conference Munich, Germany, October 5-9,
                  2015, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9350},
  pages        = {510--518},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-24571-3\_61},
  doi          = {10.1007/978-3-319-24571-3\_61},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/SalehiAPNW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/RozanskiVCTAPMB14,
  author       = {Verena E. Rozanski and
                  Christian Vollmar and
                  Jo{\~{a}}o Paulo da Silva Cunha and
                  S{\'{e}}rgio Miguel Neves Tafula and
                  Seyed{-}Ahmad Ahmadi and
                  Maximilian Patzig and
                  Jan{-}Hinnerk Mehrkens and
                  Kai B{\"{o}}tzel},
  title        = {Connectivity patterns of pallidal {DBS} electrodes in focal dystonia:
                  {A} diffusion tensor tractography study},
  journal      = {NeuroImage},
  volume       = {84},
  pages        = {435--442},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.neuroimage.2013.09.009},
  doi          = {10.1016/J.NEUROIMAGE.2013.09.009},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/RozanskiVCTAPMB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Ahmadi13,
  author       = {Seyed{-}Ahmad Ahmadi},
  title        = {Image Analysis Methods in Multi-View Transcranial 3D Ultrasound for
                  Diagnosis of Neurological Movement-Disorders},
  school       = {Technical University Munich},
  year         = {2013},
  url          = {https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130404-1115678-0-7},
  urn          = {urn:nbn:de:bvb:91-diss-20130404-1115678-0-7},
  timestamp    = {Sat, 17 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/dnb/Ahmadi13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChatelainPPAPBN13,
  author       = {Pierre Chatelain and
                  Olivier Pauly and
                  Lo{\"{\i}}c Peter and
                  Seyed{-}Ahmad Ahmadi and
                  Annika Plate and
                  Kai B{\"{o}}tzel and
                  Nassir Navab},
  editor       = {Kensaku Mori and
                  Ichiro Sakuma and
                  Yoshinobu Sato and
                  Christian Barillot and
                  Nassir Navab},
  title        = {Learning from Multiple Experts with Random Forests: Application to
                  the Segmentation of the Midbrain in 3D Ultrasound},
  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        = {230--237},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40763-5\_29},
  doi          = {10.1007/978-3-642-40763-5\_29},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ChatelainPPAPBN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/PadoyBAFBN12,
  author       = {Nicolas Padoy and
                  Tobias Blum and
                  Seyed{-}Ahmad Ahmadi and
                  Hubertus Feu{\ss}ner and
                  Marie{-}Odile Berger and
                  Nassir Navab},
  title        = {Statistical modeling and recognition of surgical workflow},
  journal      = {Medical Image Anal.},
  volume       = {16},
  number       = {3},
  pages        = {632--641},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.media.2010.10.001},
  doi          = {10.1016/J.MEDIA.2010.10.001},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/PadoyBAFBN12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AhmadiKPBN12,
  author       = {Seyed{-}Ahmad Ahmadi and
                  Tassilo Klein and
                  Annika Plate and
                  Kai Boetzel and
                  Nassir Navab},
  editor       = {Thomas Tolxdorff and
                  Thomas Martin Deserno and
                  Heinz Handels and
                  Hans{-}Peter Meinzer},
  title        = {Rigid {US-MRI} Registration Through Segmentation of Equivalent Anatomic
                  Structures - {A} Feasibility Study using 3D Transcranial Ultrasound
                  of the Midbrain},
  booktitle    = {Bildverarbeitung f{\"{u}}r die Medizin 2012 - Algorithmen - Systeme
                  - Anwendungen. Proceedings des Workshops vom 18. bis 20. M{\"{a}}rz
                  2012 in Berlin},
  series       = {Informatik Aktuell},
  pages        = {410--415},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-28502-8\_71},
  doi          = {10.1007/978-3-642-28502-8\_71},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bildmed/AhmadiKPBN12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/BeitzelAKWN12,
  author       = {Julian Beitzel and
                  Seyed{-}Ahmad Ahmadi and
                  Athanasios Karamalis and
                  Wolfgang Wein and
                  Nassir Navab},
  title        = {Ultrasound bone detection using patient-specific {CT} prior},
  booktitle    = {Annual International Conference of the {IEEE} Engineering in Medicine
                  and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 -
                  September 1, 2012},
  pages        = {2664--2667},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/EMBC.2012.6346512},
  doi          = {10.1109/EMBC.2012.6346512},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/embc/BeitzelAKWN12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PaulyAPBN12,
  author       = {Olivier Pauly and
                  Seyed{-}Ahmad Ahmadi and
                  Annika Plate and
                  Kai Boetzel and
                  Nassir Navab},
  editor       = {Nicholas Ayache and
                  Herv{\'{e}} Delingette and
                  Polina Golland and
                  Kensaku Mori},
  title        = {Detection of Substantia Nigra Echogenicities in 3D Transcranial Ultrasound
                  for Early Diagnosis of Parkinson Disease},
  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        = {443--450},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33454-2\_55},
  doi          = {10.1007/978-3-642-33454-2\_55},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/PaulyAPBN12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WaelkensAN12,
  author       = {Paulo Waelkens and
                  Seyed{-}Ahmad Ahmadi and
                  Nassir Navab},
  editor       = {Nicholas Ayache and
                  Herv{\'{e}} Delingette and
                  Polina Golland and
                  Kensaku Mori},
  title        = {Frangi Goes {US} : Multiscale Tubular Structure Detection Adapted
                  to 3D Ultrasound},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2012 - 15th International Conference, Nice, France, October 1-5, 2012,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7510},
  pages        = {625--633},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33415-3\_77},
  doi          = {10.1007/978-3-642-33415-3\_77},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/WaelkensAN12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismar/OkurABWN11,
  author       = {Asli Okur and
                  Seyed{-}Ahmad Ahmadi and
                  Ali Bigdelou and
                  Thomas Wendler and
                  Nassir Navab},
  title        = {{MR} in {OR:} First analysis of {AR/VR} visualization in 100 intra-operative
                  Freehand {SPECT} acquisitions},
  booktitle    = {10th {IEEE} International Symposium on Mixed and Augmented Reality,
                  {ISMAR} 2011, Basel, Switzerland, October 26-29, 2011},
  pages        = {211--218},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ISMAR.2011.6092388},
  doi          = {10.1109/ISMAR.2011.6092388},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismar/OkurABWN11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AhmadiBKPBKN11,
  author       = {Seyed{-}Ahmad Ahmadi and
                  Maximilian Baust and
                  Athanasios Karamalis and
                  Annika Plate and
                  Kai Boetzel and
                  Tassilo Klein and
                  Nassir Navab},
  editor       = {Gabor Fichtinger and
                  Anne L. Martel and
                  Terry M. Peters},
  title        = {Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson
                  Diagnosis},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2011 - 14th International Conference, Toronto, Canada, September 18-22,
                  2011, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6893},
  pages        = {362--369},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-23626-6\_45},
  doi          = {10.1007/978-3-642-23626-6\_45},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/AhmadiBKPBKN11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icar/AhmadiKNRSJMFAF09,
  author       = {Seyed{-}Ahmad Ahmadi and
                  Tassilo Klein and
                  Nassir Navab and
                  Ran Roth and
                  Reuben R. Shamir and
                  Leo Joskowicz and
                  Elena De Momi and
                  Giancarlo Ferrigno and
                  Luca Antiga and
                  Roberto Israel Foroni},
  title        = {Advanced planning and intra-operative validation for robot-assisted
                  keyhole neurosurgery In {ROBOCAST}},
  booktitle    = {14th International Conference on Advanced Robotics, {ICAR} 2009, 22-26
                  June 2009, Munich, Germany},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://ieeexplore.ieee.org/document/5174746/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icar/AhmadiKNRSJMFAF09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AhmadiSSHFN06,
  author       = {Seyed{-}Ahmad Ahmadi and
                  Tobias Sielhorst and
                  Ralf Stauder and
                  Martin Horn and
                  Hubertus Feu{\ss}ner and
                  Nassir Navab},
  editor       = {Rasmus Larsen and
                  Mads Nielsen and
                  Jon Sporring},
  title        = {Recovery of Surgical Workflow Without Explicit Models},
  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        = {420--428},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11866565\_52},
  doi          = {10.1007/11866565\_52},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/AhmadiSSHFN06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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