Table of Contents

• GEMTrans: A General, Echocardiography-Based, Multi-level Transformer Framework for Cardiovascular DiagnosisMasoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao. 1-10 [doi]
• Unsupervised Anomaly Detection in Medical Images with a Memory-Augmented Multi-level Cross-Attentional Masked AutoencoderYu Tian 0001, Guansong Pang, Yuyuan Liu, Chong Wang, Yuanhong Chen, Fengbei Liu, Rajvinder Singh, Johan W. Verjans, Mengyu Wang, Gustavo Carneiro 0001. 11-21 [doi]
• LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single ImageRachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard. 22-32 [doi]
• Identifying Alzheimer's Disease-Induced Topology Alterations in Structural Networks Using Convolutional Neural NetworksFeihong Liu, Yongsheng Pan, Junwei Yang, Fang Xie, Xiaowei He, Han Zhang 0002, Feng Shi 0001, Jun Feng 0003, Qihao Guo, Dinggang Shen. 33-42 [doi]
• Specificity-Aware Federated Graph Learning for Brain Disorder Analysis with Functional MRIJunhao Zhang, Xiaochuan Wang, Qianqian Wang, Lishan Qiao, Mingxia Liu 0001. 43-52 [doi]
• 3D Transformer Based on Deformable Patch Location for Differential Diagnosis Between Alzheimer's Disease and Frontotemporal DementiaHuy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé. 53-63 [doi]
• Consisaug: A Consistency-Based Augmentation for Polyp Detection in Endoscopy Image AnalysisZiyu Zhou, Wenyuan Shen, Chang Liu. 64-73 [doi]
• Cross-view Contrastive Mutual Learning Across Masked Autoencoders for Mammography DiagnosisQingxia Wu, Hongna Tan, Zhi Qiao, Pei-Dong, Dinggang Shen, Meiyun Wang, Zhong Xue. 74-83 [doi]
• Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information FusionNan Zhao, Yongsheng Pan, Kaicong Sun, Yuning Gu, Mianxin Liu, Zhong Xue, Han Zhang 0002, Qing Yang, Fei Gao, Feng Shi 0001, Dinggang Shen. 84-93 [doi]
• Boundary-Constrained Graph Network for Tooth Segmentation on 3D Dental SurfacesYuwen Tan, Xiang Xiang. 94-103 [doi]
• FAST-Net: A Coarse-to-fine Pyramid Network for Face-Skull TransformationLei Zhao, Lei Ma 0006, Zhiming Cui, Jie Zheng, Zhong Xue, Feng Shi 0001, Dinggang Shen. 104-113 [doi]
• Mixing Histopathology Prototypes into Robust Slide-Level Representations for Cancer SubtypingJoshua Butke, Noriaki Hashimoto, Ichiro Takeuchi, Hiroaki Miyoshi, Koichi Ohshima, Jun Sakuma. 114-123 [doi]
• Consistency Loss for Improved Colonoscopy Landmark Detection with Vision TransformersAniruddha Tamhane, Daniel Dobkin, Ore Shtalrid, Moshe Bouhnik, Erez Posner, Tse'ela Mida. 124-133 [doi]
• Radiomics Boosts Deep Learning Model for IPMN ClassificationLanhong Yao, Zheyuan Zhang, Ugur Demir, Elif Keles, Camila Vendrami, Emil Agarunov, Candice W. Bolan, Ivo Schoots, Marc Bruno, Rajesh Keswani, Frank Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Michael B. Wallace, Concetto Spampinato, Ulas Bagci. 134-143 [doi]
• Class-Balanced Deep Learning with Adaptive Vector Scaling Loss for Dementia Stage DetectionBoning Tong, Zhuoping Zhou, Davoud Ataee Tarzanagh, Bojian Hou, Andrew J. Saykin, Jason H. Moore, Marylyn D. Ritchie, Li Shen 0001. 144-154 [doi]
• Enhancing Anomaly Detection in Melanoma Diagnosis Through Self-Supervised Training and Lesion ComparisonJules Collenne, Rabah Iguernaissi, Séverine Dubuisson, Djamal Merad. 155-163 [doi]
• DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network Based on Dynamic Brain Connectome for Psychiatric DiagnosisKaizhong Zheng, Bin Ma 0032, Badong Chen. 164-173 [doi]
• Precise Localization Within the GI Tract by Combining Classification of CNNs and Time-Series Analysis of HMMsJulia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, Oliver Bringmann 0001. 174-183 [doi]
• Towards Unified Modality Understanding for Alzheimer's Disease Diagnosis Using Incomplete Multi-modality DataKangfu Han, Fenqiang Zhao, Dajiang Zhu, Tianming Liu, Feng Yang, Gang Li 0001. 184-193 [doi]
• COVID-19 Diagnosis Based on Swin Transformer Model with Demographic Information Fusion and Enhanced Multi-head Attention MechanismYunlong Sun, Yiyao Liu, Junlong Qu, Xiang Dong, Xuegang Song, Baiying Lei. 194-204 [doi]
• MoViT: Memorizing Vision Transformers for Medical Image AnalysisYiqing Shen 0003, Pengfei Guo, Jingpu Wu, Qianqi Huang, Nhat Le, Jinyuan Zhou, Shanshan Jiang, Mathias Unberath. 205-213 [doi]
• Fact-Checking of AI-Generated ReportsRazi Mahmood, Ge Wang 0001, Mannudeep K. Kalra, Pingkun Yan. 214-223 [doi]
• Is Visual Explanation with Grad-CAM More Reliable for Deeper Neural Networks? A Case Study with Automatic Pneumothorax DiagnosisZirui Qiu, Hassan Rivaz, Yiming Xiao. 224-233 [doi]
• Group Distributionally Robust Knowledge DistillationKonstantinos Vilouras, Xiao Liu 0037, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris. 234-242 [doi]
• A Bone Lesion Identification Network (BLIN) in CT Images with Weakly Supervised LearningKehao Deng, Bin Wang, Shanshan Ma, Zhong Xue, Xiaohuan Cao. 243-252 [doi]
• Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient AlignmentFelix Wagner, Zeju Li, Pramit Saha, Konstantinos Kamnitsas. 253-263 [doi]
• Data-Driven Classification of Fatty Liver From 3D Unenhanced Abdominal CT ScansJacob S. Leiby, Matthew E. Lee, Eun Kyung Choe, Dokyoon Kim. 264-272 [doi]
• Replica-Based Federated Learning with Heterogeneous Architectures for Graph Super-ResolutionRamona Ghilea, Islem Rekik. 273-282 [doi]
• A Multitask Deep Learning Model for Voxel-Level Brain Age EstimationNeha Gianchandani, Johanna Ospel, M. Ethan MacDonald, Roberto Souza 0001. 283-292 [doi]
• Deep Nearest Neighbors for Anomaly Detection in Chest X-RaysXixi Liu, Jennifer Alvén, Ida Häggström, Christopher Zach. 293-302 [doi]
• CCMix: Curriculum of Class-Wise Mixup for Long-Tailed Medical Image ClassificationSirui Li, Fuheng Zhang, Tianyunxi Wei, Li Lin 0006, Yijin Huang, Pujin Cheng, Xiaoying Tang 0001. 303-313 [doi]
• MEDKD: Enhancing Medical Image Classification with Multiple Expert Decoupled Knowledge Distillation for Long-Tail DataFuheng Zhang, Sirui Li, Tianyunxi Wei, Li Lin 0006, Yijin Huang, Pujin Cheng, Xiaoying Tang 0001. 314-324 [doi]
• Leveraging Ellipsoid Bounding Shapes and Fast R-CNN for Enlarged Perivascular Spaces Detection and SegmentationMariam Zabihi, Chayanin Tangwiriyasakul, Silvia Ingala, Luigi Lorenzini, Robin Camarasa, Frederik Barkhof, Marleen de Bruijne, M. Jorge Cardoso, Carole H. Sudre. 325-334 [doi]
• Non-uniform Sampling-Based Breast Cancer ClassificationSantiago Posso Murillo, Oscar Skean, Luis G. Sánchez Giraldo. 335-345 [doi]
• A Scaled Denoising Attention-Based Transformer for Breast Cancer Detection and ClassificationMasum Shah Junayed, Sheida Nabavi. 346-356 [doi]
• Distilling Local Texture Features for Colorectal Tissue Classification in Low Data RegimesDmitry Demidov, Roba Al Majzoub, Amandeep Kumar, Fahad Shahbaz Khan. 357-366 [doi]
• Delving into Ipsilateral Mammogram Assessment Under Multi-view NetworkThai Ngoc Toan Truong, Huy T. Nguyen, Thinh B. Lam, Duy V. M. Nguyen, Phuc H. Nguyen. 367-376 [doi]
• ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation PerformanceJiayu Huo, Yang Liu, Xi Ouyang, Alejandro Granados, Sébastien Ourselin, Rachel Sparks. 377-386 [doi]
• Normative Aging for an Individual's Full Brain MRI Using Style GANs to Detect Localized NeurodegenerationShruti Prashant Gadewar, Alyssa H. Zhu, Sunanda Somu, Abhinaav Ramesh, Iyad Ba Gari, Sophia I. Thomopoulos, Paul M. Thompson, Talia M. Nir, Neda Jahanshad. 387-395 [doi]
• Deep Bayesian Quantization for Supervised Neuroimage SearchErkun Yang, Cheng Deng, Mingxia Liu 0001. 396-406 [doi]
• Triplet Learning for Chest X-Ray Image Search in Automated COVID-19 AnalysisLinmin Wang, Qianqian Wang, Xiaochuan Wang, Yunling Ma, Lishan Qiao, Mingxia Liu 0001. 407-416 [doi]
• Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using TransformersFiras Khader, Jakob Nikolas Kather, Tianyu Han, Sven Nebelung, Christiane Kuhl, Johannes Stegmaier, Daniel Truhn. 417-426 [doi]
• Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep LearningMaximilian Fischer, Peter F. Neher, Peter Schüffler, Shuhan Xiao, Silvia Dias Almeida, Constantin Ulrich, Alexander Muckenhuber, Rickmer Braren, Michael Götz, Jens Kleesiek, Marco Nolden, Klaus H. Maier-Hein. 427-436 [doi]
• RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image ClassificationEtienne Pochet, Rami Maroun, Roger Trullo. 437-446 [doi]
• Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the ColonShikha Dubey, Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian. 447-456 [doi]
• NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological ImagesValentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Livio Finos, Livio Corain, Enrico Grisan. 457-466 [doi]
• Regionalized Infant Brain Cortical Development Based on Multi-view, High-Level fMRI FingerprintTianli Tao, Jiawei Huang, Feihong Liu, Mianxin Liu, Liang-hu Guo, Xinyi Cai, Zhuoyang Gu, Haifeng Tang, Rui Zhou, Siyan Han, Lixuan Zhu, Qing Yang, Dinggang Shen, Han Zhang 0002. 467-475 [doi]