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@inproceedings{DBLP:conf/miccai/ChadebecHPAE22,
  author       = {Cl{\'{e}}ment Chadebec and
                  Evi M. C. Huijben and
                  Josien P. W. Pluim and
                  St{\'{e}}phanie Allassonni{\`{e}}re and
                  Maureen A. J. M. van Eijnatten},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {An Image Feature Mapping Model for Continuous Longitudinal Data Completion
                  and Generation of Synthetic Patient Trajectories},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {55--64},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_6},
  doi          = {10.1007/978-3-031-18576-2\_6},
  timestamp    = {Tue, 25 Oct 2022 15:02:41 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ChadebecHPAE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DietrichsteinMT22,
  author       = {Marc Dietrichstein and
                  David Major and
                  Martin Trapp and
                  Maria Wimmer and
                  Dimitrios Lenis and
                  Philip Winter and
                  Astrid Berg and
                  Theresa Neubauer and
                  Katja B{\"{u}}hler},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Anomaly Detection Using Generative Models and Sum-Product Networks
                  in Mammography Scans},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {77--86},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_8},
  doi          = {10.1007/978-3-031-18576-2\_8},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/DietrichsteinMT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DongHCSBWYOGD22,
  author       = {Siyuan Dong and
                  Gilbert Hangel and
                  Eric Z. Chen and
                  Shanhui Sun and
                  Wolfgang Bogner and
                  Georg Widhalm and
                  Chenyu You and
                  John A. Onofrey and
                  Robin A. de Graaf and
                  James S. Duncan},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Flow-Based Visual Quality Enhancer for Super-Resolution Magnetic Resonance
                  Spectroscopic Imaging},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {3--13},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_1},
  doi          = {10.1007/978-3-031-18576-2\_1},
  timestamp    = {Wed, 12 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/DongHCSBWYOGD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MasudaSTK22,
  author       = {Mana Masuda and
                  Hideo Saito and
                  Yoshifumi Takatsume and
                  Hiroki Kajita},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Novel View Synthesis for Surgical Recording},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {67--76},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_7},
  doi          = {10.1007/978-3-031-18576-2\_7},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/MasudaSTK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MensingHWG22,
  author       = {Daniel Mensing and
                  Jochen Hirsch and
                  Markus Wenzel and
                  Matthias G{\"{u}}nther},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {3D (c)GAN for Whole Body {MR} Synthesis},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {97--105},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_10},
  doi          = {10.1007/978-3-031-18576-2\_10},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/MensingHWG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PakzadXCVGSVWHJ22,
  author       = {Ashkan Pakzad and
                  Mou{-}Cheng Xu and
                  Wing Keung Cheung and
                  Marie Vermant and
                  Tinne Goos and
                  Laurens J. De Sadeleer and
                  Stijn E. Verleden and
                  Wim A. Wuyts and
                  John R. Hurst and
                  Joseph Jacob},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Airway Measurement by Refinement of Synthetic Images Improves Mortality
                  Prediction in Idiopathic Pulmonary Fibrosis},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {106--116},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_11},
  doi          = {10.1007/978-3-031-18576-2\_11},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/PakzadXCVGSVWHJ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PatelTPCGOC22,
  author       = {Ashay Patel and
                  Petru{-}Daniel Tudosiu and
                  Walter Hugo Lopez Pinaya and
                  Gary J. Cook and
                  Vicky Goh and
                  S{\'{e}}bastien Ourselin and
                  M. Jorge Cardoso},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Cross Attention Transformers for Multi-modal Unsupervised Whole-Body
                  {PET} Anomaly Detection},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {14--23},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_2},
  doi          = {10.1007/978-3-031-18576-2\_2},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/PatelTPCGOC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PinayaTDCFNOC22,
  author       = {Walter H. L. Pinaya and
                  Petru{-}Daniel Tudosiu and
                  Jessica Dafflon and
                  Pedro F. Da Costa and
                  Virginia Fernandez and
                  Parashkev Nachev and
                  S{\'{e}}bastien Ourselin and
                  M. Jorge Cardoso},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Brain Imaging Generation with Latent Diffusion Models},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {117--126},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_12},
  doi          = {10.1007/978-3-031-18576-2\_12},
  timestamp    = {Wed, 12 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/PinayaTDCFNOC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SanchezKLOT22,
  author       = {Pedro Sanchez and
                  Antanas Kascenas and
                  Xiao Liu and
                  Alison Q. O'Neil and
                  Sotirios A. Tsaftaris},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {What is Healthy? Generative Counterfactual Diffusion for Lesion Localization},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {34--44},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_4},
  doi          = {10.1007/978-3-031-18576-2\_4},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/SanchezKLOT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SchonSP22,
  author       = {Julian Sch{\"{o}}n and
                  Raghavendra Selvan and
                  Jens Petersen},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Interpreting Latent Spaces of Generative Models for Medical Images
                  Using Unsupervised Methods},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {24--33},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_3},
  doi          = {10.1007/978-3-031-18576-2\_3},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/SchonSP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TrulloBTO22,
  author       = {Roger Trullo and
                  Quoc Anh Bui and
                  Qi Tang and
                  Reza Olfati{-}Saber},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Image Translation Based Nuclei Segmentation for Immunohistochemistry
                  Images},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {87--96},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_9},
  doi          = {10.1007/978-3-031-18576-2\_9},
  timestamp    = {Wed, 12 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/TrulloBTO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhdanovSH22,
  author       = {Maksim Zhdanov and
                  Saskia Steinmann and
                  Nico Hoffmann},
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Learning Generative Factors of {EEG} Data with Variational Auto-Encoders},
  booktitle    = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  pages        = {45--54},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2\_5},
  doi          = {10.1007/978-3-031-18576-2\_5},
  timestamp    = {Wed, 12 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ZhdanovSH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2022dgm,
  editor       = {Anirban Mukhopadhyay and
                  Ilkay {\"{O}}ks{\"{u}}z and
                  Sandy Engelhardt and
                  Dajiang Zhu and
                  Yixuan Yuan},
  title        = {Deep Generative Models - Second {MICCAI} Workshop, {DGM4MICCAI} 2022,
                  Held in Conjunction with {MICCAI} 2022, Singapore, September 22, 2022,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13609},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-18576-2},
  doi          = {10.1007/978-3-031-18576-2},
  isbn         = {978-3-031-18575-5},
  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/2022dgm.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}