Table of Contents

• Function MRI Representation Learning via Self-supervised Transformer for Automated Brain Disorder AnalysisQianqian Wang, Lishan Qiao, Mingxia Liu 0001. 1-10 [doi]
• Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep LearningJunghwan Lee, Tingyi Wanyan, Qingyu Chen 0001, Tiarnan D. L. Keenan, Benjamin S. Glicksberg, Emily Y. Chew, Zhiyong Lu, Fei Wang 0001, Yifan Peng. 11-20 [doi]
• Region-Guided Channel-Wise Attention Network for Accelerated MRI ReconstructionJingshuai Liu, Chen Qin, Mehrdad Yaghoobi. 21-31 [doi]
• Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-Teacher Multi-target Domain AdaptationLinkai Peng, Li Lin 0006, Pujin Cheng, Huaqing He, Xiaoying Tang 0001. 32-42 [doi]
• Rethinking Degradation: Radiograph Super-Resolution via AID-SRGANYongsong Huang, Qingzhong Wang, Shinichiro Omachi. 43-52 [doi]
• 3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation CoefficientKen C. L. Wong, Mehdi Moradi. 53-61 [doi]
• A More Design-Flexible Medical Transformer for Volumetric Image SegmentationXin You, Yun Gu, Junjun He, Hui Sun, Jie Yang 0002. 62-71 [doi]
• Dcor-VLDet: A Vertebra Landmark Detection Network for Scoliosis Assessment with Dual Coordinate SystemHan Zhang 0049, Tony C. W. Mok, Albert C. S. Chung. 72-80 [doi]
• Plug-and-Play Shape Refinement Framework for Multi-site and Lifespan Brain Skull StrippingYunxiang Li, Ruilong Dan, Shuai Wang, Yifan Cao, Xiangde Luo, Chenghao Tan, Gangyong Jia, Huiyu Zhou 0001, You Zhang, Yaqi Wang, Li Wang. 81-90 [doi]
• A Coarse-to-Fine Network for Craniopharyngioma SegmentationYijie Yu, Lei Zhang 0005, Xin Shu, Zizhou Wang, Chaoyue Chen, Jianguo Xu. 91-100 [doi]
• Patch-Level Instance-Group Discrimination with Pretext-Invariant Learning for Colitis ScoringZiang Xu, Sharib Ali, Soumya Gupta 0001, Simon Leedham, James E. East, Jens Rittscher. 101-110 [doi]
• AutoMO-Mixer: An Automated Multi-objective Mixer Model for Balanced, Safe and Robust Prediction in MedicineXi Chen, Jiahuan Lv, Dehua Feng, Xuanqin Mou, Ling Bai, Shu Zhang, Zhiguo Zhou. 111-120 [doi]
• Memory Transformers for Full Context and High-Resolution 3D Medical SegmentationLoic Themyr, Clément Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler. 121-130 [doi]
• Whole Mammography Diagnosis via Multi-instance Supervised Discriminative Localization and ClassificationQingxia Wu, Hongna Tan, Yaping Wu, Pei-Dong, Jifei Che, Zheren Li, Chenjin Lei, Dinggang Shen, Zhong Xue, Meiyun Wang. 131-139 [doi]
• Cross Task Temporal Consistency for Semi-supervised Medical Image SegmentationGovind Jeevan, S. J. Pawan, Jeny Rajan. 140-150 [doi]
• U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?Xi Jia, Joseph Bartlett, Tianyang Zhang, Wenqi Lu 0001, Zhaowen Qiu, Jinming Duan 0001. 151-160 [doi]
• UNet-eVAE: Iterative Refinement Using VAE Embodied Learning for Endoscopic Image SegmentationSoumya Gupta 0001, Sharib Ali, Ziang Xu, Binod Bhattarai, Ben Turney, Jens Rittscher. 161-170 [doi]
• Dynamic Linear Transformer for 3D Biomedical Image SegmentationZheyuan Zhang, Ulas Bagci. 171-180 [doi]
• Automatic Grading of Emphysema by Combining 3D Lung Tissue Appearance and Deformation Map Using a Two-Stream Fully Convolutional Neural NetworkMohammadreza Negahdar. 181-190 [doi]
• A Novel Two-Stage Multi-view Low-Rank Sparse Subspace Clustering Approach to Explore the Relationship Between Brain Function and StructureShu Zhang 0006, Yanqing Kang, Sigang Yu, Jinru Wu, Enze Shi, Ruoyang Wang, Zhibin He, Lei Du, Tuo Zhang. 191-200 [doi]
• Fast Image-Level MRI Harmonization via Spectrum AnalysisHao Guan, Siyuan Liu, Weili Lin, Pew-Thian Yap, Mingxia Liu 0001. 201-209 [doi]
• CT2CXR: CT-based CXR Synthesis for Covid-19 Pneumonia ClassificationPeter Ho Hin Yuen, Xiaohong Wang, Zhiping Lin, Nikki Ka Wai Chow, Jun Cheng, Cher Heng Tan, Weimin Huang. 210-219 [doi]
• Harmonization of Multi-site Cortical Data Across the Human LifespanSahar Ahmad, Fang Nan, Ye Wu 0001, Zhengwang Wu, Weili Lin, Li Wang 0026, Gang Li, Di Wu, Pew-Thian Yap. 220-229 [doi]
• Head and Neck Vessel Segmentation with Connective Topology Using Affinity GraphLinlin Yao, Zhong Xue, Yiqiang Zhan, Lizhou Chen, Yuntian Chen, Bin Song 0002, Qian Wang 0001, Feng Shi 0001, Dinggang Shen. 230-238 [doi]
• Coarse Retinal Lesion Annotations Refinement via Prototypical LearningQinji Yu, Kang Dang, Ziyu Zhou, Yongwei Chen, Xiaowei Ding. 239-248 [doi]
• Nuclear Segmentation and Classification: On Color and Compression GeneralizationQuoc Dang Vu, Robert Jewsbury, Simon Graham, Mostafa Jahanifar, Shan-e-Ahmed Raza, Fayyaz Minhas, Abhir Bhalerao, Nasir M. Rajpoot. 249-258 [doi]
• Understanding Clinical Progression of Late-Life Depression to Alzheimer's Disease Over 5 Years with Structural MRILintao Zhang, Minhui Yu, Lihong Wang, David C. Steffens, Rong Wu, Guy G. Potter, Mingxia Liu 0001. 259-268 [doi]
• ClinicalRadioBERT: Knowledge-Infused Few Shot Learning for Clinical Notes Named Entity RecognitionSaed Rezayi, Haixing Dai, Zhengliang Liu, Zihao Wu, Akarsh Hebbar, Andrew H. Burns, Lin Zhao, Dajiang Zhu, Quanzheng Li, Wei Liu, Sheng Li, Tianming Liu, Xiang Li. 269-278 [doi]
• Graph Representation Neural Architecture Search for Optimal Spatial/Temporal Functional Brain Network DecompositionHaixing Dai, Qing Li, Lin Zhao, Liming Pan, Cheng Shi, Zhengliang Liu, Zihao Wu, Lu Zhang 0050, Shijie Zhao 0001, Xia Wu, Tianming Liu, Dajiang Zhu. 279-287 [doi]
• Driving Points Prediction for Abdominal Probabilistic RegistrationSamuel Joutard, Reuben Dorent, Sébastien Ourselin, Tom Vercauteren, Marc Modat. 288-297 [doi]
• CircleSnake: Instance Segmentation with Circle RepresentationEthan H. Nguyen, Haichun Yang, Zuhayr Asad, Ruining Deng, Agnes B. Fogo, Yuankai Huo. 298-306 [doi]
• Vertebrae Localization, Segmentation and Identification Using a Graph Optimization and an Anatomic Consistency CycleDi Meng, Eslam Mohammed, Edmond Boyer, Sergi Pujades. 307-317 [doi]
• Coronary Ostia Localization Using Residual U-Net with Heatmap Matching and 3D DSNTMilosz Gajowczyk, Patryk Rygiel, Piotr Grodek, Adrian Korbecki, Michal Sobanski, Przemyslaw Podgórski, Tomasz K. Konopczynski. 318-327 [doi]
• AMLP-Conv, a 3D Axial Long-range Interaction Multilayer Perceptron for CNNsSavinien Bonheur, Michael Pienn, Horst Olschewski, Horst Bischof, Martin Urschler. 328-337 [doi]
• Neural State-Space Modeling with Latent Causal-Effect DisentanglementMaryam Toloubidokhti, Ryan Missel, Xiajun Jiang, Niels Otani, Linwei Wang. 338-347 [doi]
• Adaptive Unified Contrastive Learning for Imbalanced ClassificationCong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song 0001. 348-357 [doi]
• 18F-FDG PET/CTYuqi Fang, Jorge Daniel Oldan, Weili Lin, Travis Parke Schrank, Wendell Gray Yarbrough, Natalia Isaeva, Mingxia Liu 0001. 358-366 [doi]
• TransWS: Transformer-Based Weakly Supervised Histology Image SegmentationShaoteng Zhang, Jianpeng Zhang, Yong Xia. 367-376 [doi]
• Contextual Attention Network: Transformer Meets U-NetReza Azad, Moein Heidari, Yuli Wu, Dorit Merhof. 377-386 [doi]
• Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image AnalysisMojtaba Bahrami, Mahsa Ghorbani, Yousef Yeganeh, Nassir Navab. 387-396 [doi]
• A New Lightweight Architecture and a Class Imbalance Aware Loss Function for Multi-label Classification of Intracranial HemorrhagesPrabhat Lankireddy, Chitimireddy Sindhura, Subrahmanyam Gorthi. 397-405 [doi]
• Spherical Transformer on Cortical SurfacesJiale Cheng, Xin Zhang, Fenqiang Zhao, Zhengwang Wu, Xinrui Yuan, John H. Gilmore, Li Wang, Weili Lin, Gang Li. 406-415 [doi]
• Accurate Localization of Inner Ear Regions of Interests Using Deep Reinforcement LearningAna-Teodora Radutoiu, François Patou, Ján Margeta, Rasmus R. Paulsen, Paula López Diez. 416-424 [doi]
• Shifted Windows Transformers for Medical Image Quality AssessmentCaner Özer, Arda Guler, Aysel Turkvatan Cansever, Deniz Alis, Ercan Karaarslan, Ilkay Öksüz. 425-435 [doi]
• Multi-scale Multi-structure Siamese Network (MMSNet) for Primary Open-Angle Glaucoma PredictionMingquan Lin, Lei Liu, Mae Gorden, Michael Kass, Sarah Van Tassel, Fei Wang, Yifan Peng. 436-445 [doi]
• HealNet - Self-supervised Acute Wound Heal-Stage ClassificationHéctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah Isseroff, Marco Rolandi, Marcella Gomez, Narges Norouzi. 446-455 [doi]
• Federated Tumor Segmentation with Patch-Wise Deep Learning ModelYuqiao Yang, Ze Jin, Kenji Suzuki 0001. 456-465 [doi]
• Multi-scale and Focal Region Based Deep Learning Network for Fine Brain ParcellationYuyan Ge, Zhenyu Tang, Lei Ma, Caiwen Jiang, Feng Shi 0001, Shaoyi Du, Dinggang Shen. 466-475 [doi]