Table of Contents

• A Clinical-Oriented Lightweight Network for High-Resolution Medical Image EnhancementYaqi Wang, Leqi Chen, Qingshan Hou, Peng Cao 0001, Jinzhu Yang, Xiaoli Liu 0001, Osmar R. Zaïane. 3-12 [doi]
• A Clinical-Oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-Quality Medical ImagesQingshan Hou, Shuai Cheng, Peng Cao 0001, Jinzhu Yang, Xiaoli Liu 0001, Yih Chung Tham, Osmar R. Zaïane. 13-23 [doi]
• A New Cine-MRI Segmentation Method of Tongue Dorsum for Postoperative Swallowing Function AnalysisMinghao Sun, Tian Zhou, Chenghui Jiang, Xiaodan Lv, Han Yu. 24-34 [doi]
• Across-Subject Ensemble-Learning Alleviates the Need for Large Samples for fMRI DecodingHimanshu Aggarwal, Liza Al-Shikhley, Bertrand Thirion. 35-45 [doi]
• Adaptive Subtype and Stage Inference for Alzheimer's DiseaseXinkai Wang, Yonggang Shi. 46-55 [doi]
• Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement LearningWoojung Han, Chanyoung Kim 0001, Dayun Ju, Yumin Shim, Seong Jae Hwang. 56-66 [doi]
• Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation ModelYihuang Hu, Qiong Peng, Zhicheng Du, Guojun Zhang, Huisi Wu, Jingxin Liu, Hao Chen 0011, Liansheng Wang. 67-76 [doi]
• CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal InterventionYaxiong Chen, Minghong Wei, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiaoxiang Zhu 0001, Lichao Mou. 77-87 [doi]
• CP-CLIP: Core-Periphery Feature Alignment CLIP for Zero-Shot Medical Image AnalysisXiaowei Yu, Zihao Wu 0001, Lu Zhang 0050, Jing Zhang 0010, Yanjun Lyu, Dajiang Zhu. 88-97 [doi]
• Cross-Modal Diffusion Modelling for Super-Resolved Spatial TranscriptomicsXiaofei Wang, Xingxu Huang, Stephen Price, Chao Li 0031. 98-108 [doi]
• Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR FeaturesZhengyao Ding, Yujian Hu, Ziyu Li, Hongkun Zhang, Fei Wu, Yilang Xiang, Tian Li, Ziyi Liu, XueSen Chu, Zhengxing Huang. 109-119 [doi]
• Decoding the Visual Attention of Pathologists to Reveal Their Level of ExpertiseSouradeep Chakraborty, Rajarsi Gupta 0001, Oksana Yaskiv, Constantin Friedman, Natallia Sheuka, Dana Perez, Paul Friedman, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras. 120-130 [doi]
• Development of Effective Connectome from Infancy to AdolescenceGuoshi Li, Kim-Han Thung, Hoyt Patrick Taylor, Zhengwang Wu, Gang Li 0001, Li Wang 0026, Weili Lin, Sahar Ahmad, Pew-Thian Yap. 131-140 [doi]
• DiRecT: Diagnosis and Reconstruction Transformer for Mandibular Deformity AssessmentXuanang Xu, JungWook Lee, Nathan Lampen, Daeseung Kim, Tianshu Kuang, Hannah H. Deng, Michael A. K. Liebschner, Jaime Gateno, Pingkun Yan. 141-151 [doi]
• Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder StudyJin Zhang, Muheng Shang, Yan Yang, Lei Guo 0002, Junwei Han, Lei Du 0001. 152-162 [doi]
• DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare DataLucas Robinet, Ahmad Berjaoui, Ziad Kheil, Elizabeth Moyal Cohen-Jonathan. 163-173 [doi]
• Enhanced-QuickDWI: Achieving Equivalent Clinical Quality by Denoising Heavily Sub-sampled Diffusion-Weighted Imaging DataKonstantinos Zormpas-Petridis, Antonio Candito, Christina Messiou, Dow-Mu Koh, Matthew D. Blackledge. 174-183 [doi]
• Enhancing Human-Computer Interaction in Chest X-Ray Analysis Using Vision and Language Model with Eye Gaze PatternsYunsoo Kim, Jinge Wu, Yusuf Abdulle, Yue Gao, Honghan Wu. 184-194 [doi]
• From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative VideosWuyang Li, Xinyu Liu 0001, Qiushi Yang, Yixuan Yuan. 195-205 [doi]
• Genomics-Guided Representation Learning for Pathologic Pan-Cancer Tumor Microenvironment Subtype PredictionFangliangzi Meng, Hongrun Zhang, Ruodan Yan, Guohui Chuai, Chao Li, Qi Liu. 206-216 [doi]
• Large-Scale 3D Infant Face ModelTill N. Schnabel, Yoriko Lill, Benito K. Benitez, Prasad Nalabothu, Philipp Metzler, Andreas A. Müller, Markus Gross 0001, Baran Gözcü, Barbara Solenthaler. 217-227 [doi]
• Let Me DeCode You: Decoder Conditioning with Tabular DataTomasz Szczepanski, Michal K. Grzeszczyk, Szymon Plotka, Arleta Adamowicz, Piotr Fudalej, Przemyslaw Korzeniowski, Tomasz Trzcinski, Arkadiusz Sitek. 228-238 [doi]
• LLM-Guided Multi-modal Multiple Instance Learning for 5-Year Overall Survival Prediction of Lung CancerKyungwon Kim, Yongmoon Lee, Doohyun Park, Taejoon Eo, Daemyung Youn, Hyesang Lee, Dosik Hwang. 239-249 [doi]
• Medical Cross-Modal Prompt Hashing with Robust Noisy Correspondence LearningYishu Liu, Zhongqi Wu, Bingzhi Chen, Zheng Zhang 0006, Guangming Lu. 250-261 [doi]
• MedMLP: An Efficient MLP-Like Network for Zero-Shot Retinal Image ClassificationMenghan Zhou, Yanyu Xu, Zhi Da Soh, Huazhu Fu, Rick Siow Mong Goh, Ching Yu Cheng, Yong Liu 0026, Liangli Zhen. 262-272 [doi]
• MoRA: LoRA Guided Multi-modal Disease Diagnosis with Missing ModalityZhiyi Shi, Junsik Kim 0001, Wanhua Li 0001, Yicong Li 0002, Hanspeter Pfister. 273-282 [doi]
• MRScore: Evaluating Medical Report with LLM-Based Reward SystemYunyi Liu, Zhanyu Wang, Yingshu Li, Xinyu Liang, Lingqiao Liu, Lei Wang 0001, Luping Zhou. 283-292 [doi]
• Multi-modal Data Fusion with Missing Data Handling for Mild Cognitive Impairment Progression PredictionShuting Liu, Baochang Zhang 0004, Veronika A. Zimmer, Daniel Rueckert. 293-302 [doi]
• Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report GenerationZhihong Zhu, Xuxin Cheng, Yunyan Zhang, Zhaorun Chen, Qingqing Long, Hongxiang Li, Zhiqi Huang, Xian Wu 0001, Yefeng Zheng 0001. 303-313 [doi]
• MultiVarNet - Predicting Tumour Mutational Status at the Protein LevelLouis-Oscar Morel, Muhammad Muzammel, Nathan Vinçon, Valentin Derangère, Sylvain Ladoire, Jens Rittscher. 314-324 [doi]
• NeuroConText: Contrastive Text-to-Brain Mapping for Neuroscientific LiteratureRaphaël Meudec, Fateme Ghayem, Jérôme Dockès, Demian Wassermann, Bertrand Thirion. 325-335 [doi]
• On Predicting 3D Bone Locations Inside the Human BodyAbdelmouttaleb Dakri, Vaibhav Arora, Léo Challier, Marilyn Keller, Michael J. Black, Sergi Pujades. 336-346 [doi]
• PG-MLIF: Multimodal Low-Rank Interaction Fusion Framework Integrating Pathological Images and Genomic Data for Cancer Prognosis PredictionXipeng Pan, Yajun An, Rushi Lan, Zhenbing Liu, Zaiyi Liu, Cheng Lu 0001, Huihua Yang. 347-357 [doi]
• PhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real ImagesAnis Bourou, Thomas Boyer, Marzieh Gheisari, Kévin Daupin, Véronique Dubreuil, Aurélie De Thonel, Valérie Mezger, Auguste Genovesio. 358-367 [doi]
• Prediction of Disease-Related Femur Shape Changes Using Geometric Encoding and Clinical Context on a Hip Disease CT DatabaseGanping Li, Yoshito Otake, Mazen Soufi, Masachika Masuda, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato. 368-378 [doi]
• Prior Activation Map Guided Cervical OCT Image ClassificationQingbin Wang, Wai Chon Wong, Mi Yin, Yutao Ma. 379-388 [doi]
• PRISM: A Promptable and Robust Interactive Segmentation Model with Visual PromptsHao Li, Han Liu, Dewei Hu, Jiacheng Wang 0007, Ipek Oguz. 389-399 [doi]
• Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEsJoshua Durso-Finley, Berardino Barile, Jean-Pierre R. Falet, Douglas L. Arnold, Nick Pawlowski, Tal Arbel. 400-410 [doi]
• PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-RayWen Ma, Huikai Wu, Zikai Xiao, Yang Feng, Jian Wu 0001, Zuozhu Liu. 411-421 [doi]
• Spatio-Temporal Neural Distance Fields for Conditional Generative Modeling of the HeartKristine Sørensen, Paula López Diez, Ján Margeta, Yasmin El Youssef, Michael Huy Cuong Pham, Jonas Jalili Pedersen, J. Tobias Kühl, Ole De Backer, Klaus F. Kofoed, Oscar Camara 0001, Rasmus R. Paulsen. 422-432 [doi]
• Structural Entities Extraction and Patient Indications Incorporation for Chest X-Ray Report GenerationKang Liu, Zhuoqi Ma, Xiaolu Kang, Zhusi Zhong, Zhicheng Jiao, Grayson Baird, Harrison Bai, Qiguang Miao. 433-443 [doi]
• Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent DiffusionAustin Tapp, Can Zhao 0001, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall J. Bourke, Joseph V. Hajnal, Victoria Nankabirwa, Sean C. L. Deoni, Natasha Leporé, Marius George Linguraru. 444-454 [doi]
• Survival Analysis of Histopathological Image Based on a Pretrained Hypergraph Model of Spatial Transcriptomics DataShangyan Cai, Weitian Huang, Weiting Yi, Bin Zhang, Yi Liao, Qiu Wang, Hongmin Cai, Luonan Chen, Weifeng Su. 455-466 [doi]
• The MRI Scanner as a Diagnostic: Image-Less Active SamplingYuning Du, Rohan Dharmakumar, Sotirios A. Tsaftaris. 467-476 [doi]
• Towards Explainable Automated NeuroanatomyKui Qian, Litao Qiao, Beth Friedman, Edward O'Donnell, David Kleinfeld, Yoav Freund. 477-486 [doi]
• Unified Multi-modal Learning for Any Modality Combinations in Alzheimer's Disease DiagnosisYidan Feng, Bingchen Gao, Sen Deng, Anqi Qiu, Jing Qin 0001. 487-497 [doi]
• Unsupervised Training of Neural Cellular Automata on Edge DevicesJohn Kalkhof, Amin Ranem, Anirban Mukhopadhyay 0003. 498-507 [doi]
• Vestibular Schwannoma Growth Prediction from Longitudinal MRI by Time-Conditioned Neural FieldsYunjie Chen, Jelmer M. Wolterink, Olaf M. Neve, Stephan R. Romeijn, Berit M. Verbist, Erik F. Hensen, Qian Tao, Marius Staring. 508-518 [doi]
• Volume-Optimal Persistence Homological Scaffolds of Hemodynamic Networks Covary with MEG Theta-Alpha Aperiodic DynamicsNghi Nguyen, Tao Hou, Enrico Amico, Jingyi Zheng, Huajun Huang, Alan D. Kaplan, Giovanni Petri, Joaquín Goñi, Ralph Kaufmann, Yize Zhao, Duy Duong Tran, Li Shen 0001. 519-529 [doi]
• Weakly-Supervised Medical Image Segmentation with Gaze AnnotationsYuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou 0001. 530-540 [doi]
• A Deep Learning Approach for Placing Magnetic Resonance Spectroscopy Voxels in Brain TumorsSangyoon Lee, Francesca Branzoli, Thanh Nguyen, Ovidiu C. Andronesi, Alexander Lin, Roberto Liserre, Gerd Melkus, Clark Chen, Malgorzata Marjanska, Patrick J. Bolan. 543-552 [doi]
• A Large-Scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for ExplainabilityAbdul Rehman, Talha Meraj, Aiman Mahmood Minhas, Ayisha Imran, Mohsen Ali, Waqas Sultani. 553-563 [doi]
• A New Dataset and Baseline Model for Rectal Cancer Risk Assessment in Endoscopic Ultrasound VideosJiansong Zhang, Shengnan Wu, Peizhong Liu, LinLin Shen. 564-573 [doi]
• Analyzing Adjacent B-Scans to Localize Sickle Cell Retinopathy In OCTsAshuta Bhattarai, Jing Jin, Chandra Kambhamettu. 574-584 [doi]
• Analyzing Cross-Population Domain Shift in Chest X-Ray Image Classification and Mitigating the Gap with Deep Supervised Domain AdaptationAminu Musa, Mariya Ibrahim Adamu, Habeebah Adamu Kakudi, Monica Hernandez, Yusuf Lawal. 585-595 [doi]
• CS3: Cascade SAM for Sperm SegmentationYi Shi, Xu-Peng Tian, Yun-Kai Wang, Tie-Yi Zhang, Bing Yao, Hui Wang, Yong Shao, Cen-Cen Wang, Rong Zeng, De-Chuan Zhan. 596-605 [doi]
• DomainAdapt: Leveraging Multitask Learning and Domain Insights for Children's Nutritional Status AssessmentMisaal Khan, Richa Singh 0001, Mayank Vatsa, Kuldeep Singh. 606-616 [doi]
• FairDiff: Fair Segmentation with Point-Image DiffusionWenyi Li, Haoran Xu, Guiyu Zhang, Huan-ang Gao, Mingju Gao, Mengyu Wang, Hao Zhao 0002. 617-628 [doi]
• FD-SOS: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral ImagesMarawan Elbatel, Keyuan Liu, Yanqi Yang, Xiaomeng Li. 629-639 [doi]
• FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical ImagingPranab Sahoo, Ashutosh Tripathi, Sriparna Saha 0001, Samrat Mondal. 640-649 [doi]
• Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast UltrasoundArianna Bunnell, Yannik Glaser, Dustin Valdez, Thomas K. Wolfgruber, Aleen Altamirano, Carol Zamora González, Brenda Y. Hernandez, Peter Sadowski, John A. Shepherd 0002. 650-659 [doi]
• LGS: A Light-Weight 4D Gaussian Splatting for Efficient Surgical Scene ReconstructionHengyu Liu 0007, Yifan Liu 0010, Chenxin Li, Wuyang Li, Yixuan Yuan. 660-670 [doi]
• MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical FiltersHang Zhang, Xiang Chen, Renjiu Hu, Dongdong Liu, Gaolei Li, Rongguang Wang. 671-681 [doi]
• Multilevel Causality Learning for Multi-label Gastric Atrophy DiagnosisXiaoxiao Cui, Shanzhi Jiang, Baolin Sun, Yiran Li, Yankun Cao, Zhen Li 0049, Chaoyang Lv, Zhi Liu 0004, LiZhen Cui, Shuo Li 0001. 682-692 [doi]
• Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell ImagesMichael Deutges, Ario Sadafi, Nassir Navab, Carsten Marr. 693-702 [doi]
• PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan AfricaPhilippe Gottfrois, Fabian Gröger, Faly Herizo Andriambololoniaina, Ludovic Amruthalingam, Álvaro González-Jiménez, Christophe Hsu, Agnes Kessy, Simone Lionetti, Daudi Mavura, Wingston Ng'ambi, Dingase Faith Ngongonda, Marc Pouly, Mendrika Fifaliana Rakotoarisaona, Fahafahantsoa Rapelanoro Rabenja, Ibrahima Traoré, Alexander A. Navarini. 703-712 [doi]
• Patch-Slide Discriminative Joint Learning for Weakly-Supervised Whole Slide Image Representation and ClassificationJiahui Yu, Xuna Wang, Tianyu Ma, Xiaoxiao Li, Yingke Xu. 713-722 [doi]
• RadiomicsFill-Mammo: Synthetic Mammogram Mass Manipulation with Radiomics FeaturesInye Na, Jonghun Kim, Eun Sook Ko, Hyunjin Park. 723-733 [doi]
• S-SYNTH: Knowledge-Based, Synthetic Generation of Skin ImagesAndrea Seung Kim, Niloufar Saharkhiz, Elena Sizikova, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano. 734-744 [doi]
• SpeChrOmics: A Biomarker Characterization Framework for Medical Hyperspectral ImagingAjibola Oladokun, Bessie Malila, Víctor M. Campello, Muki Shey, Tinashe E. M. Mutsvangwa. 745-756 [doi]
• Towards Rapid Mycetoma Species Diagnosis: A Deep Learning Approach for Stain-Invariant Classification on H&E Images from SenegalKpêtchéhoué Merveille Santi Zinsou, Cheikh Talibouya Diop, Idy Diop, Apostolia Tsirikoglou, Emmanuel Edwar Siddig, Doudou Sow, Maodo Ndiaye. 757-767 [doi]
• Variational Field Constraint Learning for Degree of Coronary Artery Ischemia AssessmentQi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang 0006, Yixuan Yuan, Tao Tan, Zhifan Gao. 768-778 [doi]