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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} }
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