Table of Contents

• Towards Robust General Medical Image SegmentationLaura Alexandra Daza, Juan C. Pérez, Pablo Arbeláez. 3-13 [doi]
• Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent OptimisationShuo Wang, Chen Qin, Nicoló Savioli, Chen Chen 0042, Declan P. O'Regan, Stuart A. Cook, Yike Guo, Daniel Rueckert, Wenjia Bai. 14-24 [doi]
• Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-Tuning and Online-LearningJunyu Chen, Evren Asma, Chung Chan. 25-35 [doi]
• A Hierarchical Feature Constraint to Camouflage Medical Adversarial AttacksQingsong Yao, Zecheng He, Yi Lin, Kai Ma 0002, Yefeng Zheng, S. Kevin Zhou. 36-47 [doi]
• Group Shift Pointwise Convolution for Volumetric Medical Image SegmentationJunjun He, Jin Ye, Cheng Li 0008, Diping Song, Wanli Chen, Shanshan Wang 0002, Lixu Gu, Yu Qiao 0001. 48-58 [doi]
• UTNet: A Hybrid Transformer Architecture for Medical Image SegmentationYunhe Gao, Mu Zhou, Dimitris N. Metaxas. 61-71 [doi]
• AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report GenerationDi You, Fenglin Liu, Shen Ge, XiaoXia Xie, Jing Zhang, Xian Wu. 72-82 [doi]
• Continuous-Time Deep Glioma Growth ModelsJens Petersen, Fabian Isensee, Gregor Köhler, Paul F. Jäger, David Zimmerer, Ulf Neuberger, Wolfgang Wick, Jürgen Debus, Sabine Heiland, Martin Bendszus, Philipp Vollmuth, Klaus H. Maier-Hein. 83-92 [doi]
• Spine-Transformers: Vertebra Detection and Localization in Arbitrary Field-of-View Spine CT with TransformersRong Tao, Guoyan Zheng. 93-103 [doi]
• Multi-view Analysis of Unregistered Medical Images Using Cross-View TransformersGijs van Tulder, Yao Tong, Elena Marchiori. 104-113 [doi]
• Stain Mix-Up: Unsupervised Domain Generalization for Histopathology ImagesJia-Ren Chang, Min-Sheng Wu, Wei-Hsiang Yu, Chi-Chung Chen, Cheng-Kung Yang, Yen-Yu Lin, Chao-Yuan Yeh. 117-126 [doi]
• A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image TranslationHeran Yang, Jian Sun 0009, Liwei Yang, ZongBen Xu. 127-137 [doi]
• Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI SynthesisXiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy G. Reese, Jerry L. Prince, Georges El Fakhri, Jonghye Woo. 138-148 [doi]
• Cooperative Training and Latent Space Data Augmentation for Robust Medical Image SegmentationChen Chen 0042, Kerstin Hammernik, Cheng Ouyang, Chen Qin, Wenjia Bai, Daniel Rueckert. 149-159 [doi]
• Controllable Cardiac Synthesis via Disentangled Anatomy ArithmeticSpyridon Thermos, Xiao Liu, Alison O'Neil, Sotirios A. Tsaftaris. 160-170 [doi]
• CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image SegmentationYutong Xie, Jianpeng Zhang, Chunhua Shen, Yong Xia. 171-180 [doi]
• Harmonization with Flow-Based Causal InferenceRongguang Wang, Pratik Chaudhari, Christos Davatzikos. 181-190 [doi]
• Uncertainty-Aware Label Rectification for Domain Adaptive Mitochondria SegmentationSiqi Wu, Chang Chen, Zhiwei Xiong, Xuejin Chen, Xiaoyan Sun 0001. 191-200 [doi]
• Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image SegmentationGuodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Nicolas Gerber. 201-210 [doi]
• Anatomy of Domain Shift Impact on U-Net Layers in MRI SegmentationIvan Zakazov, Boris Shirokikh, Alexey Chernyavskiy, Mikhail Belyaev. 211-220 [doi]
• FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy VideosShawn Mathew, Saad Nadeem, Arie E. Kaufman. 221-230 [doi]
• Reference-Relation Guided Autoencoder with Deep CCA Restriction for Awake-to-Sleep Brain Functional Connectome PredictionDan Hu, Weiyan Yin, Zhengwang Wu, Liangjun Chen, Li Wang, Weili Lin, Gang Li 0001. 231-240 [doi]
• Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationRan Gu, Jingyang Zhang, Rui Huang, Wenhui Lei, Guotai Wang, Shaoting Zhang. 241-250 [doi]
• Fully Test-Time Adaptation for Image SegmentationMinhao Hu, Tao Song, Yujun Gu, Xiangde Luo, Jieneng Chen, Yinan Chen, Ya Zhang, Shaoting Zhang. 251-260 [doi]
• OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image SegmentationDawood Al Chanti, Diana Mateus. 261-271 [doi]
• Prototypical Interaction Graph for Unsupervised Domain Adaptation in Surgical Instrument SegmentationJie Liu, Xiaoqing Guo, Yixuan Yuan. 272-281 [doi]
• Unsupervised Domain Adaptation for Small Bowel Segmentation Using Disentangled RepresentationSeung Yeon Shin, Sungwon Lee, Ronald M. Summers. 282-292 [doi]
• Data-Driven Mapping Between Functional Connectomes Using Optimal TransportJavid Dadashkarimi, Amin Karbasi, Dustin Scheinost. 293-302 [doi]
• EndoUDA: A Modality Independent Segmentation Approach for Endoscopy ImagingNuman Celik, Sharib Ali, Soumya Gupta 0001, Barbara Braden, Jens Rittscher. 303-312 [doi]
• Style Transfer Using Generative Adversarial Networks for Multi-site MRI HarmonizationMengting Liu, Piyush Maiti, Sophia I. Thomopoulos, Alyssa H. Zhu, Yaqiong Chai, Hosung Kim, Neda Jahanshad. 313-322 [doi]
• Federated Semi-supervised Medical Image Classification via Inter-client Relation MatchingQuande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng. 325-335 [doi]
• FedPerl: Semi-supervised Peer Learning for Skin Lesion ClassificationTariq M. Bdair, Nassir Navab, Shadi Albarqouni. 336-346 [doi]
• Personalized Retrogress-Resilient Framework for Real-World Medical Federated LearningZhen Chen 0013, Meilu Zhu, Chen Yang, Yixuan Yuan. 347-356 [doi]
• Federated Whole Prostate Segmentation in MRI with Personalized Neural ArchitecturesHolger R. Roth, Dong Yang 0005, Wenqi Li, Andriy Myronenko, Wentao Zhu 0001, Ziyue Xu, Xiaosong Wang, Daguang Xu. 357-366 [doi]
• Federated Contrastive Learning for Volumetric Medical Image SegmentationYawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu. 367-377 [doi]
• Federated Contrastive Learning for Decentralized Unlabeled Medical ImagesNanqing Dong, Irina Voiculescu. 378-387 [doi]
• Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input FeaturesAshkan Khakzar, Yang Zhang, Wejdene Mansour, Yuezhi Cai, Yawei Li, Yucheng Zhang, Seong Tae Kim 0001, Nassir Navab. 391-401 [doi]
• 18-PET Image Translation via Representational SimilarityChia-Hsiang Kao, Yong-Sheng Chen, Li-Fen Chen, Wei-chen Chiu. 402-412 [doi]
• Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based SegmentationEsther Puyol-Antón, Bram Ruijsink, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Reza Razavi, Andrew P. King. 413-423 [doi]
• An Interpretable Approach to Automated Severity Scoring in Pelvic TraumaAnna Zapaishchykova, David Dreizin, Zhaoshuo Li, Jie Ying Wu, Shahrooz Faghihroohi, Mathias Unberath. 424-433 [doi]
• Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous DataSebastian Pölsterl, Christina Aigner, Christian Wachinger. 434-444 [doi]
• SPARTA: An Integrated Stability, Discriminability, and Sparsity Based Radiomic Feature Selection ApproachAmir Reza Sadri, Sepideh Azarianpour Esfahani, Prathyush Chirra, Jacob Antunes, Pavithran Pattiam Giriprakash, Patrick Leo, Anant Madabhushi, Satish E. Viswanath. 445-455 [doi]
• The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image SegmentationVishwesh Nath, Dong Yang 0005, Ali Hatamizadeh, Anas A. Abidin, Andriy Myronenko, Holger R. Roth, Daguang Xu. 456-465 [doi]
• Fighting Class Imbalance with Contrastive LearningYassine Marrakchi, Osama Makansi, Thomas Brox. 466-476 [doi]
• Interpretable Gender Classification from Retinal Fundus Images Using BagNetsIndu Ilanchezian, Dmitry Kobak, Hanna Faber, Focke Ziemssen, Philipp Berens, Murat Seçkin Ayhan. 477-487 [doi]
• Explainable Classification of Weakly Annotated Wireless Capsule Endoscopy Images Based on a Fuzzy Bag-of-Colour Features Model and Brain Storm OptimizationMichael Vasilakakis, Georgia Sovatzidi, Dimitris K. Iakovidis. 488-498 [doi]
• Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis ModelsAshkan Khakzar, Sabrina Musatian, Jonas Buchberger, Icxel Valeriano Quiroz, Nikolaus Pinger, Soroosh Baselizadeh, Seong Tae Kim 0001, Nassir Navab. 499-508 [doi]
• A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical ImagingThomas Henn, Yasukazu Sakamoto, Clément Jacquet, Shunsuke Yoshizawa, Masamichi Andou, Stephen Tchen, Ryosuke Saga, Hiroyuki Ishihara, Katsuhiko Shimizu, Yingzhen Li, Ryutaro Tanno. 509-518 [doi]
• Using Causal Analysis for Conceptual Deep Learning ExplanationSumedha Singla, Stephen Wallace, Sofia Triantafillou, Kayhan Batmanghelich. 519-528 [doi]
• A Spherical Convolutional Neural Network for White Matter Structure Imaging via dMRISara Sedlar, Abib Alimi, Théodore Papadopoulo, Rachid Deriche, Samuel Deslauriers-Gauthier. 529-539 [doi]
• Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and ReliabilityMara Graziani, Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva, Henning Müller, Vincent Andrearczyk. 540-549 [doi]
• Improving the Explainability of Skin Cancer Diagnosis Using CBIRCatarina Barata, Carlos Santiago. 550-559 [doi]
• PAC Bayesian Performance Guarantees for Deep (Stochastic) Networks in Medical ImagingAnthony Sicilia, Xingchen Zhao, Anastasia Sosnovskikh, Seong Jae Hwang. 560-570 [doi]
• Medical Matting: A New Perspective on Medical Segmentation with UncertaintyLin Wang, Lie Ju, Donghao Zhang, Xin Wang, Wanji He, Yelin Huang, Zhiwen Yang, Xuan Yao, Xin Zhao, Xiufen Ye, ZongYuan Ge. 573-583 [doi]
• Confidence-Aware Cascaded Network for Fetal Brain Segmentation on MR ImagesXukun Zhang, Zhiming Cui, Changan Chen, Jie Wei, Jingjiao Lou, Wenxin Hu, He Zhang, Tao Zhou 0002, Feng Shi, Dinggang Shen. 584-593 [doi]
• Orthogonal Ensemble Networks for Biomedical Image SegmentationAgostina J. Larrazabal, César Martínez, Jose Dolz, Enzo Ferrante. 594-603 [doi]
• Learning to Predict Error for MRI ReconstructionShi Hu, Nicola Pezzotti, Max Welling. 604-613 [doi]
• Uncertainty-Guided Progressive GANs for Medical Image TranslationUddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata. 614-624 [doi]
• Variational Topic Inference for Chest X-Ray Report GenerationIvona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao 0001. 625-635 [doi]
• Uncertainty Aware Deep Reinforcement Learning for Anatomical Landmark Detection in Medical ImagesJames Browning, Micha Kornreich, Aubrey Chow, Jayashri Pawar, Li Zhang, Richard Herzog, Benjamin L. Odry. 636-644 [doi]