Table of Contents

• A New Paradigm for Low-Dose PET/CT Reconstruction with Mamba-Powered Progressive Network and Physics-Informed ConsistencyZixin Tang, Caiwen Jiang, Zhiming Cui, Dinggang Shen. 3-12 [doi]
• A Prior-Driven Lightweight Network for Endoscopic Exposure CorrectionZhijian Wu, Hong Wang 0021, Yuxuan Shi, Dingjiang Huang, Yefeng Zheng 0001. 13-23 [doi]
• Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer VisionSoham Walimbe, Britty Baby, Vinkle Srivastav, Nicolas Padoy. 24-33 [doi]
• Automated Auditing of Upper Endoscopy Procedure Times: A Temporal Multiclass AnalysisDiego Bravo, Josué Ruano, Martín-Gómez, Fabio A. González 0001, Eduardo Romero 0001. 34-43 [doi]
• BridgeSplat: Bidirectionally Coupled CT and Non-rigid Gaussian Splatting for Deformable Intraoperative Surgical NavigationMaximilian Fehrentz, Alexander Winkler, Thomas Heiliger, Nazim Haouchine, Christian Heiliger, Nassir Navab. 44-53 [doi]
• Clinically-Guided Data Synthesis for Laryngeal Lesion DetectionChiara Baldini, Kaisar Kushibar, Richard Osuala, Simone Balocco, Oliver Díaz, Karim Lekadir, Leonardo S. Mattos. 54-63 [doi]
• Cross-Modal Contrastive Learning for Emotion Recognition: Aligning ECG with EEG-Derived FeaturesYi Wu, Yuhang Chen, Jiahao Cui, Jiaji Liu, Lin Liang, Shuai Li. 64-73 [doi]
• DiDGen: Diffusion-Based Dual-Task Synthesis for Dermoscopic Data GenerationJunjie Shentu, Matthew Watson 0001, Noura Al Moubayed. 74-84 [doi]
• DIY Challenge Blueprint: From Organization to Technical Realization in Biomedical Image AnalysisLeonard Klausmann, Tobias Rueckert, David Rauber, Raphaela Maerkl, Suemeyye R. Yildiran, Max Gutbrod, Christoph Palm. 85-95 [doi]
• DyMAS-Net: Dynamic Multi-scale Adaptive Sampling Network for Efficient Medical Image SegmentationSiqi Wang, Qingxue Zhao, Di Wu, Jiakang Gao, Jun Tian. 96-105 [doi]
• Endo-CLIP: Progressive Self-supervised Pre-training on Raw Colonoscopy RecordsYili He, Yan Zhu, Peiyao Fu, Ruijie Yang, Tianyi Chen, Zhihua Wang 0008, Quanlin Li, Pinghong Zhou, Xian Yang 0001, Shuo Wang 0011. 106-116 [doi]
• Endo-FASt3r: Endoscopic Foundation Model Adaptation for Structure from MotionMona Sheikh Zeinoddin, Mobarak I. Hoque, Zafer Tandogdu, Greg Shaw, Matthew J. Clarkson, Evangelos B. Mazomenos, Danail Stoyanov. 117-126 [doi]
• EndoPlanar: Deformable Planar-Based Gaussian Splatting for Surgical Scene ReconstructionThatphum Paonim, Chayapon Sasnarukkit, Natawut Nupairoj, Peerapon Vateekul. 127-136 [doi]
• Endoscopic Depth-of-Field Expansion via Cascaded Network with Two-Streamed Multi-scale FusionXiang Deng, Xing Liu, Tian Xu, Xiaoyue Liu, Tianyuan Gan, Chen Lu, Congcong Zhou, Peng Wang, Yong Lei, Xuesong Ye. 137-146 [doi]
• Endplate3D-QCT: A High-Resolution Dataset and Benchmark for Automated 3D Segmentation of Lumbar Vertebral Endplates in QCTZixun Yin, Da Zou, Yi Zhao, Chenbin Zhang, Weishi Li, Minghui Wu, Kun Yan, Ping Wang 0003. 147-156 [doi]
• ESPNet: Edge-Aware Feature Shrinkage Pyramid for Polyp SegmentationRaneem Toman, Venkataraman Subramanian, Sharib Ali. 157-167 [doi]
• Estimating Bone Mineral Density and Muscle Mass from EOS Low Dose X-Ray Imaging SystemKazuki Suehara, Yi Gu, Yoshito Otake, Keisuke Uemura, Masashi Okamoto, Kunihiko Tokunaga, Hugues Talbot, Yoshinobu Sato. 168-177 [doi]
• Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass SurgeryRupak Bose, Chinedu Innocent Nwoye, Jorge F. Lazo, Joël L. Lavanchy, Nicolas Padoy. 178-188 [doi]
• Fetuses Made Simple: Modeling and Tracking of Fetal Shape and PoseYingcheng Liu, Peiqi Wang, Sebastian Diaz, Esra Abaci Turk, Benjamin Billot, Patricia Ellen Grant, Polina Golland. 189-198 [doi]
• FPN-in-FPN: A Nested Multi-scale Aggregation Network for Polyp SegmentationJin Ye 0002, Yanzhou Su, Yicheng Wu 0001, Junjun He, Bohan Zhuang, Zhaolin Chen, Jianfei Cai 0001. 199-208 [doi]
• From Sight to Skill: A Surgeon-Centered Augmented Reality System for Ureteroscopy TrainingJumanh Atoum, Fangjie Li, Ayberk Acar, Nicholas L. Kavoussi, Jie Ying Wu. 209-218 [doi]
• Future Slot Prediction for Unsupervised Object Discovery in Surgical VideoGuiqiu Liao, Matjaz Jogan, Marcel Hussing, Edward Zhang, Eric Eaton, Daniel A. Hashimoto. 219-229 [doi]
• FViM: Frequency Vision Mamba for Label-Free Cell Death Pathway Prediction in Lung Cancer ChemotherapyZhaoyi Ye, Shubin Wei, Liye Mei, Yueyun Weng, Qing Geng, Du Wang, Cheng Lei. 230-239 [doi]
• GE2Hist: Generating Histology Images from Single-Cell Gene Expression via Cross-Modal Generative NetworkHongmin Cai, Boan Ji, Shangyan Cai, Yi Liao, Jiazhou Chen, Weitian Huang. 240-250 [doi]
• Holistic White-Light Polyp Classification via Alignment-Free Dense Distillation of Auxiliary Optical ChromoendoscopyQiang Hu, Qimei Wang, Jia Chen, Xuantao Ji, Mei Liu, Qiang Li, Zhiwei Wang. 251-261 [doi]
• HoloPointNet: A Deep Learning Framework for Efficient 3D Point Cloud HolographyAnkit Amrutkar, Ahmet Nazlioglu, Björn Kampa, Volkmar Schulz, Johannes Stegmaier, Markus Rothermel, Dorit Merhof. 262-272 [doi]
• HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion SegmentationJiaming Liang, Lihuan Dai, Xiaoqi Sheng, Xiangguang Chen, Chun Yao, Guihua Tao, Qibin Leng, Hongmin Cai, Xi Zhong. 273-282 [doi]
• Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing ModalitiesJunze Wang, Lei Fan 0007, Weipeng Jing 0001, Donglin Di, Yang Song 0001, Sidong Liu, Cong Cong. 283-293 [doi]
• Hypergraph-Guided Federated Distillation Learning for Efficient and Robust Multi-center fMRI Data AnalysisTao Jin, Yidan Xu, YuHan Gao, Xichun Sheng, Chenggang Yan 0001, Yaoqi Sun, Xiangmin Han, Yue Gao 0002. 294-303 [doi]
• Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image SegmentationChun-Wun Cheng, Yining Zhao, Yanqi Cheng, Javier A. Montoya-Zegarra, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero. 304-314 [doi]
• Improved Tumor Segmentation Using Selective Synthetic Augmentation for Enhanced Surgical Planning in Breast MRIMiguel Luna, John Baek, Won Hwa Kim, Wan Gyu Son, Kwang-Min Lee, Hye-Jung Kim, Jaeil Kim. 315-324 [doi]
• Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive LearningSongtao Jiang, Yuxi Chen, Sibo Song, Yan Zhang 0004, Yeying Jin, Yang Feng 0011, Jian Wu 0001, Zuozhu Liu. 325-335 [doi]
• Learning 3D Medical Image Models from Brain Functional Connectivity Network Supervision for Mental Disorder DiagnosisXingcan Hu, Wei Wang, Li Xiao. 336-346 [doi]
• Learning Explainable Imaging-Genetics Associations Related to a Neurological DisorderJueqi Wang, Zachary J. Jacokes, John Darrell Van Horn, Michael C. Schatz, Kevin A. Pelphrey, Archana Venkataraman. 347-357 [doi]
• Learning from Sparse Point Labels for Dense Carcinosis Localization in Advanced Ovarian Cancer AssessmentFarahdiba Zarin, Riccardo Oliva, Vinkle Srivastav, Armine Vardazaryan, Andrea Rosati, Alice Zampolini Faustini, Giovanni Scambia, Anna Fagotti, Pietro Mascagni, Nicolas Padoy. 358-368 [doi]
• LIP-CAR: A Learned Inverse Problem Approach for Medical Imaging with Contrast Agent ReductionDavide Evangelista, Elena Morotti, Sonia Colombo Serra, Pengpeng Luo, Giovanni Valbusa, Davide Bianchi. 369-379 [doi]
• Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp SegmentationTapas Kumar Dutta, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha. 380-391 [doi]
• Medical Contrastive Learning of Positive and Negative MentionsWeilong Wu, Jingzhi Yang, Xun Zhu, Xiao Zhang, Ziyu Liu, Miao Li, Ji Wu. 392-401 [doi]
• MedICL: In-Context Learning for Semantically Enhanced AKI Prediction in Cardiac SurgeryChenyang Su, Yishun Wang, Boqiang Xu, Rong Feng, Lei Du, Hongbin Liu 0001, Gaofeng Meng. 402-411 [doi]
• Mission Balance: Generating Under-Represented Class Samples Using Video Diffusion ModelsDanush Kumar Venkatesh, Isabel Funke, Micha Pfeiffer, Fiona R. Kolbinger, Hanna Maria Schmeiser, Marius Distler, Jürgen Weitz, Stefanie Speidel. 412-422 [doi]
• Multi-modal Representations for Fine-Grained Multi-Label Critical View of Safety RecognitionBritty Baby, Vinkle Srivastav, Pooja P. Jain, Kun Yuan 0004, Pietro Mascagni, Nicolas Padoy. 423-432 [doi]
• NAVIUS: Navigated Augmented Reality Visualization for Ureteroscopic SurgeryAyberk Acar, Jumanh Atoum, Peter S. Connor, Clifford Pierre, Carisa N. Lynch, Nicholas L. Kavoussi, Jie Ying Wu. 433-443 [doi]
• NIMOSEF: Neural Implicit Motion and Segmentation FunctionsJaume Banus, Antoine Delaloye, Pedro M. Gordaliza, Costa Georgantas, Ruud B. van Heeswijk, Jonas Richiardi. 444-454 [doi]
• PolyMamba: Spatial-Prior Guided Mamba for Polyp Segmentation with High-Frequency EnhancementRenyu Fu, Shurui Hu, Xiao Zheng, Chang Tang, Xinwang Liu 0002. 455-465 [doi]
• PolypSegTrack: Unified Foundation Model for Colonoscopy Video AnalysisAnwesa Choudhuri, Zhongpai Gao, Meng Zheng 0002, Benjamin Planche, Terrence Chen, Ziyan Wu 0001. 466-476 [doi]
• Predicting Longitudinal Brain Development via Implicit Neural RepresentationsMaik Dannecker, Daniel Rueckert. 477-487 [doi]
• Real-Time SLAM-Based Correction and 3D Visualization for Fluorescence Lifetime ImagingMurali Krishnamoorthy, Haoyin Zhou, Katherine Frazee, Rahul Pal, Jayender Jagadeesan, Anand T. N. Kumar. 488-497 [doi]
• RefineNet: Elevating Medical Foundation Models Through Quality-Centric Data Curation by MLLM-Annotated Proxy DistillationNingyi Zhang, Yuan Gao, Xin Wang, Ka Hou Chan, Jian Wu 0033, Chan-Tong Lam, Shanshan Wang, Yue Sun, Sio Kei Im, Tao Tan 0002. 498-508 [doi]
• SAMUSA: Segment Anything Model 2 for UltraSound AnnotationBaptiste Podvin, Toby Collins, Güinther Saibro, Chiara Innocenzi, Yuchuan Yang, Flavio Milana, Yvonne Keeza, Grace Ufitinema, Florien Ujemurwego, Guido Torzilli, Jacques Marescaux, Daniel George, Alexandre Hostettler. 509-518 [doi]
• Semantic Interpolative Diffusion Model: Bridging the Interpolation to Masks and Colonoscopy Image Synthesis for Robust GeneralizationChanyeong Heo, Jaehee Jung. 519-529 [doi]
• Sparsely Annotated Medical Image Segmentation via Cross-SAM of 3D and 2D NetworksHuaqiang Su, Zaiyi Liu, Lisha Yao, Sunyun Li, Hun Lin, Guoliang Chen 0005, Xin Chen 0058, Haijun Lei, Baiying Lei. 530-540 [doi]
• STMDiff: Spatiotemporal Matching Diffusion Model for Dual-Time-Point Total-Body PET/CT Imaging via Contrastive LearningWenbo Li, Zhenxing Huang, Lianghua Li, Chunyan Yang, Yihan Wang, Wenjian Qin, Na Zhang 0001, Hairong Zheng, Dong Liang 0001, Jianjun Liu, Zhanli Hu. 541-551 [doi]
• Stronger Together: Registering Preoperative Imagery, LUS, and MIS Liver ImagesMohammad Mahdi Kalantari, Erol Ozgur, Mohammad Alkhatib, Navid Rabbani, Yamid Espinel, Richard Modrzejewski, Bertrand Le Roy, Emmanuel Buc, Youcef Mezouar, Adrien Bartoli. 552-561 [doi]
• Structure-Aware Cross-Modal Prompt Tuning for Autonomous Bronchoscopic NavigationHao Fang, Zhuo Zeng, Jianwei Yang, Wenkang Fan, Xiongbiao Luo. 562-571 [doi]
• SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene ReconstructionJialei Chen 0007, Xin Zhang, Mobarak I. Hoque, Francisco Vasconcelos 0001, Danail Stoyanov, Daniel S. Elson, Baoru Huang. 572-582 [doi]
• Synchronous Inhibition and Activation for Weakly Supervised Semantic Segmentation of Pathology ImagesJiansong Fan, Yicheng Di, Jiayu Bao, Lihua Li 0002, Xiang Pan. 583-592 [doi]
• Targeted False Positive Synthesis via Detector-Guided Adversarial Diffusion Attacker for Robust Polyp DetectionQuan Zhou, Gan Luo, Qiang Hu, Qingyong Zhang, Jinhua Zhang, Yinjiao Tian, Qiang Li, Zhiwei Wang. 593-602 [doi]
• Unsupervised Discovery of Spatiotypes and Context-Aware Graph Neural Networks for Modeling Clinical EndpointsMuhammad Dawood, Emily Thomas, Rosalin Cooper, Carlo Pescia, Anna Sozanska, Hosuk Ryou, Daniel Royston, Jens Rittscher. 603-612 [doi]
• U-RWKV: Lightweight Medical Image Segmentation with Direction-Adaptive RWKVHongbo Ye, Fenghe Tang, Peiang Zhao, Zhen Huang 0007, Dexin Zhao, Minghao Bian, Shaohua Kevin Zhou. 613-623 [doi]
• VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image GenerationPeng Huang, Junhu Fu, Bowen Guo, Zeju Li, Yuanyuan Wang 0001, Yi Guo 0002. 624-633 [doi]