Table of Contents

• Sequential Organ Motion Prediction via Autoregressive ModelingYuxiang Lai, Jike Zhong, Vanessa Su, Xiaofeng Yang. 1-11 [doi]
• Seeing More with Less:Video Capsule Endoscopy with Multi-task LearningJulia Werner, Oliver Bause, Julius Oexle, Maxime Le Floch, Franz Brinkmann, Jochen Hampe, Oliver Bringmann 0001. 12-21 [doi]
• TUBA: AI-Assisted Nasogastric Tube Placement Assessment SystemGwiseong Moon, Kyoung Min Moon, Inseo Park, Kanghee Lee, Doohee Lee, Woojin Kim, Yoon Kim, Hyun Soo Choi. 22-31 [doi]
• Evaluating Foundation Models with Pathological Concept Learning for Kidney CancerShangqi Gao, Sihan Wang, Yibo Gao, Boming Wang, Xiahai Zhuang, Anne Warren, Grant Stewart, James O. Jones, Mireia Crispin-Ortuzar. 32-41 [doi]
• Joint Task Network for Integrating Cognitive Scores and Image Feature in AD DiagnosisYanteng Zhang, Songheng Li, Yi Wu, Chuanyi Zhang, Congyu Zou, Vince D. Calhoun. 42-51 [doi]
• Interpretable Rheumatoid Arthritis Scoring via Anatomy-Aware Multiple Instance LearningZhiyan Bo, Laura C. Coates, Bartlomiej W. Papiez. 52-62 [doi]
• PanDx: AI-Assisted Early Detection of Pancreatic Ductal Adenocarcinoma on Contrast-Enhanced CTHan Liu, Riqiang Gao, Eileen Krieg, Sasa Grbic. 63-71 [doi]
• MVMIL: Multi-view Multiple Instance Learning for Whole Slide Image Classification of Bladder CancerShen Liu, Yihuang Hu, Weiping Lin, Ying Huang, Jun Hou, Baptiste Magnier, Liansheng Wang. 72-81 [doi]
• Multi-stage Multi-resolution Fusion for Accurate and Efficient Whole Slide Image Segmentation in Colorectal CancerShen Liu, Weiping Lin, Wentai Hou, Yuanzheng Lou, Baptiste Magnier, Yanqing Ding, Liansheng Wang. 82-92 [doi]
• Transformer-Based Instance Detection in 3D Medical ImagesLuka Skrlj, Samuel Kadoury, Tomaz Vrtovec. 93-102 [doi]
• MIRAGE: Retrieval and Generation of Multimodal Images and Texts for Medical EducationMiguel Díaz Benito, Cecilia Diana-Albelda, Álvaro García-Martín, Jesús Bescós, Marcos Escudero-Viñolo, Juan Carlos San Miguel. 103-112 [doi]
• Multitask Deep Learning Model for Liver Segmentation and Lesion Classification from Multisequence MRIDongdong Gu, Yuzhong Chen 0002, Xuejian Li, Xi Ouyang, Zhong Xue, Dinggang Shen. 113-121 [doi]
• HU-Based Foreground Masking for 3D Medical Masked Image ModelingJin Lee, Vu Dang, Gwang Hyun Yu, Anh Le, Zahid Rahman, Jin-Ho Jang, Heonzoo Lee, Kun-Yung Kim, Jin-Sul Kim, Jin Young Kim. 122-131 [doi]
• FLOw-Loss: A Hybrid Loss for Centerline-Aware Segmentation in XCAMiriam Gutiérrez-Fernández-Calvillo, Laura Valeria Perez-Herrera, Nerea Arrarte Terreros, Karen López-Linares Román. 132-141 [doi]
• XTag-CLIP: Robust and Reliable Thyroid Scar Analysis with Limited Data via Cross-AttentionEunju Lee 0003, Seunghoon Lee, Youngbin Kim, Jong-hyuk Ahn. 142-151 [doi]
• Text2Organ: Text-Driven Multimodal Organ Segmentation for CT ScansJingyo Jeong, Younghyun Park, Sejung Yang. 152-161 [doi]
• Towards Field-Ready AI-Based Malaria Diagnosis: A Continual Learning ApproachLouise Guillon, Soheib Biga, Yendoubé E. Kantchire, Mouhamadou Lamine Sane, Grégoire Pasquier, Kossi Yakpa, Stéphane E. Sossou, Marc Thellier, Laurent Bonnardot, Laurence Lachaud, Renaud Piarroux, Ameyo M. Dorkenoo. 162-172 [doi]
• Privacy-Centric Seizure Diagnosis via Relation-Aware Fusion of Minimally-Invasive ModalitiesTalha Ilyas, Deval Samirbhai Mehta, Shobi Sivathamboo, Ilma Wijaya, Rob Steele, Hugh Simpson, Lyn Millist, Terence J. O'Brien, Patrick Kwan, ZongYuan Ge. 173-183 [doi]
• Whole-Body Representation Learning For Competing Preclinical Disease Risk AssessmentDmitrii Seletkov, Sophie Starck, Ayhan Can Erdur, Yundi Zhang, Daniel Rueckert, Rickmer Braren. 184-194 [doi]
• Multimodal Sheaf-Based Network for Glioblastoma Molecular Subtype PredictionShekhnaz Idrissova, Islem Rekik. 195-205 [doi]
• Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and ParametersMahmoud Alwakeel, Emory Buck, Jonathan G. Martin, Imran Aslam, Sudarshan Rajagopal, Jian Pei, Mihai V. Podgoreanu, Christopher J. Lindsell, An-Kwok Ian Wong. 206-215 [doi]
• MFG Sampling: Solving Inverse Problems in Multi-level High-Frequency Guidance via Diffusion ModelsJungwoo Bae, Jitae Shin. 216-224 [doi]
• Vision-Language Sliding Cross Attention for Text-Guided Pneumonia SegmentationFei Yao, Xiang Zhang, Xinang Jiang, Yi Xiao, Li Fan 0002, S. Kevin Zhou, Shiyuan Liu. 225-234 [doi]
• Flexible Multimodal Neuroimaging Fusion for Alzheimer's Disease Progression PredictionBenjamin Burns, Yuan Xue 0002, Douglas W. Scharre, Xia Ning. 235-245 [doi]
• Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic SegmentationJulia Hindel, Ema Mekic, Enamundram Naga Karthik, Rohit Mohan, Daniele Cattaneo 0001, Maria Kalweit, Abhinav Valada. 246-257 [doi]
• A Modular Deep-Learning Pipeline for Automated Aorta Characterization on CTLoris Giordano, Jakub Ceranka, Selene De Sutter, Kaoru Tanaka, Gert Van Gompel, Tom Lenaerts, Jef Vandemeulebroucke. 258-267 [doi]
• Echo-Path: Pathology-Conditioned Echo Video GenerationKabir Hamzah Muhammad, Marawan Elbatel, Yi Qin 0006, Xiaomeng Li 0001. 268-277 [doi]
• Domain-Specific Pretraining and Fine-Tuning with Contrastive Learning for Fluorescence Microscopic Image SegmentationYunheng Wu, Liangyi Wang, Zhongyang Lu, Masahiro Oda 0001, Yuichiro Hayashi, Shuntaro Kawamura, Takanori Takebe, Kensaku Mori. 278-288 [doi]
• Automatic Segmentation of Lower-Limb Arteries on CTA for Pre-surgical Planning of Peripheral Artery DiseaseLisa Guzzi, Maria A. Zuluaga, Fabien Lareyre, Gilles Di Lorenzo, Sébastien Goffart, Andrea Chierici, Juliette Raffort, Hervé Delingette. 289-298 [doi]
• Feature-Space Kernel Prediction Network for Denoising of Low-Dose Brain CTJiwoo Song, Jaeseok Jang, Soohwa Song, Dong-Hoon Shin, Dohyun Kim. 299-308 [doi]
• Disentanglement of Biological and Technical Factors via Latent Space Rotation in Clinical Imaging Improves Disease Pattern DiscoveryJeanny Pan, Philipp Seeböck, Christoph Fürböck, Svitlana Pochepnia, Jennifer Straub, Lucian Beer, Helmut Prosch, Georg Langs. 309-319 [doi]
• Towards Automatic Diagnosis of Paediatric Obstructive Sleep Apnoea-Hypopnoea Syndrome Using Facial FeaturesSara García de Villa, Navid Rabbani, Nicolas Saroul, Alexandre Laville, Adrien Bartoli. 320-328 [doi]
• Benchmarking MRISegmenter++ for Splenomegaly: A Comprehensive Comparative StudyJianfei Liu, Langston Locke, Pritam Mukherjee, Tejas Sudharshan Mathai, Yan Zhuang, Brandon Khoury, Lauren Eckhardt, Christina T. Kozycki, Ronald M. Summers. 329-338 [doi]
• 3D CT-Based Coronary Calcium Assessment: A Feature-Driven Machine Learning FrameworkAyman Abaid, Gianpiero Guidone, Sara Alsubai, Foziyah Alquahtani, Talha Iqbal, Ruth Sharif, Hesham Elzomor, Emiliano Bianchini, Naeif Almagal, Michael G. Madden, Faisal Sharif, Ihsan Ullah 0002. 339-348 [doi]
• MoERad: Mixture of Experts for Radiology Report Generation from Chest X-Ray ImagesSriram Gnana Sambanthan, Monika Sharma. 349-359 [doi]
• Tabular Data-Enhanced Multi-modal Alignment and Synthesis for Alzheimer's Disease DiagnosisWeilin Zhou, Yuxiao Liu, Yuanwang Zhang, Kaicong Sun, Fan Li, Shilun Zhao, Yuanbo Wang, Dinggang Shen. 360-369 [doi]
• Bias-Resilient Feature Learning for Robust Domain Adaptation in MammographyDegan Hao, Dooman Arefan, Jun Luo 0010, Margarita L. Zuley, Na Du, Shandong Wu. 370-378 [doi]