Table of Contents

• Resolving Quantitative MRI Model Degeneracy with Machine Learning via Training Data Distribution DesignMichele Guerreri, Sean C. Epstein, Hojjat Azadbakht, Hui Zhang. 3-14 [doi]
• Subtype and Stage Inference with TimescalesAlexandra L. Young, Leon M. Aksman, Daniel C. Alexander, Peter A. Wijeratne. 15-26 [doi]
• Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational AutoencoderLi Yang, Songyao Zhang, Weihan Zhang, Jingchao Zhou, Tianyang Zhong, Yaonai Wei, Xi Jiang 0001, Tianming Liu 0001, Junwei Han, Yixuan Yuan, Tuo Zhang. 41-52 [doi]
• Diffusion Model Based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift QuantificationShizhan Gong, Cheng Chen 0013, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou 0001. 69-81 [doi]
• Live Image-Based Neurosurgical Guidance and Roadmap Generation Using Unsupervised EmbeddingGary Sarwin, Alessandro Carretta, Victor E. Staartjes, Matteo Zoli, Diego Mazzatenta, Luca Regli, Carlo Serra, Ender Konukoglu. 107-118 [doi]
• Meta-information-Aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CTBo Zhou 0009, Yingda Xia, Jiawen Yao, Le Lu 0001, Jingren Zhou, Chi Liu, James S. Duncan, Ling Zhang 0002. 119-131 [doi]
• 18F-FDG PETLin Zhao, Hexin Dong, Ping Wu, Jiaying Lu 0006, Le Lu 0001, Jingren Zhou, Tianming Liu, Li Zhang, Ling Zhang 0002, YuXing Tang, Chuantao Zuo. 132-144 [doi]
• On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal RepresentationsWenlong Deng, Yuan Zhong, Qi Dou 0001, Xiaoxiao Li. 158-169 [doi]
• sEBM: Scaling Event Based Models to Predict Disease Progression via Implicit Biomarker Selection and ClusteringRaghav Tandon, Anna Kirkpatrick, Cassie S. Mitchell. 208-221 [doi]
• Source-Free Domain Adaptation for Medical Image Segmentation via Selectively Updated Mean TeacherZiqi Wen, Xinru Zhang, Chuyang Ye. 225-236 [doi]
• UPL-TTA: Uncertainty-Aware Pseudo Label Guided Fully Test Time Adaptation for Fetal Brain SegmentationJianghao Wu, Ran Gu, Tao Lu, Shaoting Zhang, Guotai Wang. 237-249 [doi]
• Edge-Based Graph Neural Networks for Cell-Graph Modeling and PredictionTai Hasegawa, Helena Arvidsson, Nikolce Tudzarovski, Karl Meinke, Rachael V. Sugars, Aravind Ashok Nair. 265-277 [doi]
• BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical DisentanglementXin Wang 0113, Xinzhe Luo, Xiahai Zhuang. 319-331 [doi]
• S2DGAN: Generating Dual-energy CT from Single-energy CT for Real-time Determination of Intracerebral HemorrhageCaiwen Jiang, Yongsheng Pan, Tianyu Wang, Qing Chen, Junwei Yang, Li Ding, Jiameng Liu, Zhongxiang Ding, Dinggang Shen. 375-387 [doi]
• SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image GenerationJee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li. 388-400 [doi]
• An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact RemovalYikang Liu, Eric Z. Chen, Xiao Chen 0013, Terrence Chen, Shanhui Sun. 403-414 [doi]
• OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by EnhancingWenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang 0001. 415-427 [doi]
• Q2ATransformer: Improving Medical VQA via an Answer Querying DecoderYunyi Liu, Zhanyu Wang, Dong Xu 0001, Luping Zhou. 445-456 [doi]
• Scalable Orthonormal Projective NMF via Diversified Stochastic OptimizationAbdalla Bani, Sung Min Ha, Pan Xiao, Thomas Earnest, John Lee, Aristeidis Sotiras. 497-508 [doi]
• Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRIFergus Shone, Nishant Ravikumar, Toni Lassila, Michael MacRaild, Yongxing Wang, Zeike A. Taylor, Peter K. Jimack, Erica Dall' Armellina, Alejandro F. Frangi. 511-522 [doi]
• MeshDeform: Surface Reconstruction of Subcortical Structures via Human Brain MRIJunJie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap. 536-547 [doi]
• Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance ImagesJose J. Bouza, Chun-Hao Yang, Baba C. Vemuri. 563-575 [doi]
• Better Generalization of White Matter Tract Segmentation to Arbitrary Datasets with Scaled Residual BootstrapWan Liu 0001, Chuyang Ye. 629-640 [doi]
• DTU-Net: Learning Topological Similarity for Curvilinear Structure SegmentationManxi Lin, Kilian Zepf, Anders Nymark Christensen, Zahra Bashir, Morten Bo Søndergaard Svendsen, Martin Grønnebæk Tolsgaard, Aasa Feragen. 654-666 [doi]
• Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image SegmentationWentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li 0001, Jianhua Yao 0001. 679-691 [doi]
• Med-NCA: Robust and Lightweight Segmentation with Neural Cellular AutomataJohn Kalkhof, Camila González, Anirban Mukhopadhyay 0003. 705-716 [doi]
• Mixup-Privacy: A Simple yet Effective Approach for Privacy-Preserving SegmentationBach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers. 717-729 [doi]
• blob loss: Instance Imbalance Aware Loss Functions for Semantic SegmentationFlorian Kofler, Suprosanna Shit, Ivan Ezhov, Lucas Fidon, Izabela Horvath, Rami Al-Maskari, Hongwei Bran Li, Harsharan Bhatia, Timo Loehr, Marie Piraud, Ali Ertürk, Jan Kirschke, Jan C. Peeken, Tom Vercauteren, Claus Zimmer, Benedikt Wiestler, Bjoern H. Menze. 755-767 [doi]
• Precise Location Matching Improves Dense Contrastive Learning in Digital PathologyJingwei Zhang, Saarthak Kapse, Ke Ma 0005, Prateek Prasanna, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras. 783-794 [doi]
• Hierarchical Geodesic Polynomial Model for Multilevel Analysis of Longitudinal ShapeYe Han, Jared Vicory, Guido Gerig, Patricia Sabin, Hannah Dewey, Silvani Amin, Ana Sulentic, Christian Hertz, Matthew A. Jolley, Beatriz Paniagua, James Fishbaugh. 810-821 [doi]