Table of Contents

• 4D CardioSynth: Synthesising Dynamic Virtual Heart Populations Through Spatiotemporal DisentanglementHaoran Dou, Jinghan Huang, Arezoo Zakeri, Zherui Zhou, Tingting Mu, Jinming Duan 0001, Alejandro F. Frangi. 3-12 [doi]
• A Unified Continuous Staging Framework for Alzheimer's Disease and Lewy Body Dementia via Hierarchical Anatomical FeaturesTong Chen, Minheng Chen, Jing Zhang 0010, Yan Zhuang, Chao Cao, Xiaowei Yu, Yanjun Lyu, Lu Zhang 0050, Li Su, Tianming Liu 0001, Dajiang Zhu. 13-23 [doi]
• Accelerated Free-Breathing 5D Multi-Echo Respiratory Motion-Resolved R2*, PDFF, and QSM Using Novel Composite Total VariationMungsoo Kang, Or Alus, Youngwook Kee. 24-34 [doi]
• AffinityUMamba: Uncertainty-Aware Medical Image Segmentation via Probabilistic Weak Supervision Beyond Gold-Standard AnnotationsYukun Zhang, Guisheng Wang, William Henry Nailon, Kun Cheng. 35-45 [doi]
• Anomaly Detection by Clustering DINO Embeddings Using a Dirichlet Process MixtureNico Schulthess, Ender Konukoglu. 46-56 [doi]
• Aorta Multi-class Segmentation via Anatomically Constrained Plane DetectionJonghoon An, Dong-hyun Lee, So-Hyun Kim, Taejin Moon, MinYoung Chung. 57-66 [doi]
• Automated Characterization of Myocardial Scar Topological Patterns for Ventricular Tachycardia ScreeningXicheng Sheng, Yang Zhang, Lei Li 0020, Bailiang Chen, Freddy Odille, Xiahai Zhuang. 67-76 [doi]
• Blind Restoration of High-Resolution Ultrasound VideoChu Chen, Kangning Cui, Pasquale Cascarano, Wei Tang, Elena Loli Piccolomini, Raymond H. Chan. 77-87 [doi]
• Bridging Classical and Learning-Based Iterative Registration Through Deep Equilibrium ModelsYi Zhang 0120, Yidong Zhao, Qian Tao. 88-98 [doi]
• Cascaded 3D Diffusion Models for Whole-Body 3D 18-F FDG PET/CT Synthesis from DemographicsSiyeop Yoon, Sifan Song, Pengfei Jin, Matthew Tivnan, Yujin Oh, Sekeun Kim, Dufan Wu, Xiang Li 0001, Quanzheng Li. 99-109 [doi]
• Causality-Driven Spatio-Temporal Generator for Multi-phase Contrast-Enhanced CT SynthesisQikui Zhu, Hao Wu, Yanyan Zhang, Shuo Li 0001. 110-119 [doi]
• Contrastive Disentanglement Learning Framework for Multi-lead Wearable ECG DenoisingYue Zhang, Chenyu Zhao, Wen Zhang, Jinliang Wang, Jun Guo, Wei Yang 0006, Qianjin Feng. 120-129 [doi]
• 2C: Collaborative Spatial and Spectral Neural Clustering for Organelle Segmentation from Volumetric Electron MicroscopyJimao Jiang, Yuru Pei. 130-139 [doi]
• CT-Based Hippocampus Segmentation with Dual-Decoder Network (HDD-Net)Wonjun Son, Ji Young Lee, Sung Jun Ahn, Hyunyeol Lee. 140-149 [doi]
• DCT-Net: Dual-Branch CT Reconstruction from Orthogonal X-Rays with Diffusion Model and Contrastive LearningZhiyu Zhang, Cong Shen, Jijun Tang, Zhijun Liao. 150-160 [doi]
• EFMS-Net: Efficient Frequency-Enhanced Multi-scale Network for Ischemic Stroke SegmentationJie Yang 0072, Shaowei Shen, Xuwei Fan, Ning Chen 0011, Zhibin Gao, Lianfen Huang, Yihong Zhan. 161-171 [doi]
• Faster, Self-supervised Super-Resolution for Anisotropic Multi-view MRI Using a Sparse Coordinate LossMaja Schlereth, Moritz Schillinger, Katharina Breininger. 172-182 [doi]
• FDF-VQVAE: A Frequency Disentanglement and Fusion Learning Framework for Multi-sequence MRI EnhancementXinghe Xie, Luyi Han, Yue Sun, Chi Kin Lam, Jian Zheng, Tong Tong 0001, Wei Ke 0001, Chan-Tong Lam, Tao Tan 0002. 183-193 [doi]
• Fit Pixels, Get Labels: Meta-learned Implicit Networks for Image SegmentationKushal Vyas, Ashok Veeraraghavan, Guha Balakrishnan. 194-203 [doi]
• Forget-MI: Machine Unlearning for Forgetting Multimodal Information in Healthcare SettingsShahad Hardan, Darya Taratynova, Abdelmajid Essofi, Karthik Nandakumar, Mohammad Yaqub. 204-213 [doi]
• Generative Unsupervised Anomaly Detection with Coarse-Fine Ensemble for Workload Reduction in 3D Non-contrast Brain CT of Emergency RoomJongJun Won, Jihwan Kim, Joonseo Oh, Yereen Yoo, Jieun Yum, Joonsang Lee, Joon-Hyung Park, Wooyoung Jo, Yoojin Nam, Hyunki Lee, Gil-Sun Hong, Namkug Kim. 214-223 [doi]
• GLM-SFNet: Global-Local Vision-Mamba with Semantic Fusion for Medical Image SegmentationJiahui Chen, Fei Qi 0001, Chengyuan Chang, Qinjie Hu, Kaiwen Fu, Xiaotian Wang 0001, Kun Liu 0015. 224-234 [doi]
• Harnessing EHRs for Diffusion-Based Anomaly Detection on Chest X-RaysHarim Kim, Yuhan Wang, Minkyu Ahn, Heeyoul Choi, Yuyin Zhou, Charmgil Hong. 235-245 [doi]
• Hierarchical Anatomy-Aware Guidance for Brain Tissue Microstructure Reconstruction from T1-Weighted MRIYuxing Li, Chuyang Ye. 246-256 [doi]
• Hierarchical Part-Based Generative Model for Realistic 3D Blood VesselSiqi Chen, Guoqing Zhang, Jiahao Lai, Bingzhi Shen, Sihong Zhang, Caixia Dong, Xuejin Chen, Yang Li. 257-267 [doi]
• Hierarchical Spatio-Temporal Segmentation Network for Ejection Fraction Estimation in Echocardiography VideosDongfang Wang, Jian Yang, Yizhe Zhang, Tao Zhou. 268-278 [doi]
• HybridMamba: A Dual-Domain Mamba for 3D Medical Image SegmentationWeitong Wu 0003, Zhaohu Xing, Jing Gong, Qin Peng, Lei Zhu 0003. 279-289 [doi]
• IFRFNet: Iterative Frequency Restoration-Fusion Network for Fast System Matrix Calibration on Magnetic Particle ImageWeixin Xu, Penghua Zhai, Jie Tian 0001, Wei Mu. 290-300 [doi]
• Instrument-Splatting: Controllable Photorealistic Reconstruction of Surgical Instruments Using Gaussian SplattingShuojue Yang, Zijian Wu 0001, Mingxuan Hong, Qian Li, Daiyun Shen, Septimiu E. Salcudean, Yueming Jin. 301-311 [doi]
• Is Hyperbolic Space All You Need for Medical Anomaly Detection?Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini. 312-322 [doi]
• LDDMEm: Large Deformation Diffeomorphic Metric Embedding - Decoupling Shape Analysis from Image RegistrationGreg M. Fleishman, P. Thomas Fletcher. 323-332 [doi]
• MDAA-Diff: CT-Guided Multi-dose Adaptive Attention Diffusion Model for PET DenoisingXiaolong Niu, Zanting Ye, Xu Han, Yanchao Huang, Hao Sun, Hubing Wu, Lijun Lu. 333-343 [doi]
• Medical-Knowledge Driven Multiple Instance Learning for Classifying Severe Abdominal Anomalies on Prenatal UltrasoundHuanwen Liang, Jingxian Xu, Yuanji Zhang, Yuhao Huang 0001, Yuhan Zhang, Xin Yang 0009, Ran Li, Xuedong Deng, Yanjun Liu, Guowei Tao, Yun Wu, Sheng Zhao, Xinru Gao, Dong Ni 0001. 344-354 [doi]
• MGG-Net: A Multi-modal Feature Extraction and Global-Aware Feature Graph-Based Deep Learning Network for MGMT Status Classification in GliomaHaoyang Liu, Yuwen Zeng, Xiaoyong Zhang, Wentong Zhou, Arata Nagai, Masayuki Kanamori, Hidenori Endo, Noriyasu Homma. 355-364 [doi]
• Minuscule Cell Detection in AS-OCT Images with Progressive Field-of-View FocusingBoyu Chen, Ameenat L. Solebo, Daqian Shi, Jinge Wu, Paul Taylor. 365-375 [doi]
• MixStyleFlow: Domain Generalization in Medical Image Segmentation Using Normalizing FlowsReza Safdari, Mohammad-Ali Nikouei Mahani, Mohamad Koohi-Moghadam, Kyongtae Ty Bae. 376-385 [doi]
• MoDiff: A Morphology-Emphasized Diffusion Model for Ambiguous Medical Image SegmentationJung Su Ahn, Ki Hoon Kwak, Jung-Woo Seo, Young-Rae Cho. 386-395 [doi]
• MOST: MR Reconstruction Optimization for Multiple DownStream Tasks via Continual LearningHwihun Jeong, Se Young Chun, Jongho Lee. 396-406 [doi]
• MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentation in 4D UltrasoundRusi Chen, Yuanting Yang, Jiezhi Yao, Hongning Song, Ji Zhang, Yongsong Zhou, Yuhao Huang 0001, Ronghao Yang, Dan Jia, Yuhan Zhang, Xing Tao, Haoran Dou, Qing Zhou, Xin Yang 0009, Dong Ni 0001. 407-417 [doi]
• Multifrequency Neural Network-Based Wave Inversion in MR ElastographyHéloïse Bustin, Tom Meyer, Jakob Jordan, Lars Walczak, Heiko Tzschätzsch, Ingolf Sack, Anja Hennemuth. 418-427 [doi]
• Multi-level Gated U-Net for Denoising TMR Sensor-Based MCG SignalsZeyu Xing, Hao Li, Hao Dou, Zhong Zheng, Jingguo Dai, Chen Wang, Jian Cui 0001, Xin Zhang, Tianzi Jiang. 428-437 [doi]
• Multiscale Graph and Multi-step Cross-Frame Mamba for Myocarditis Lesion SegmentationChengjin Yu, Hao Zhang, Yuanting Yan, Dong Zhang, Sangyin Lv, Cailing Pu. 438-447 [doi]
• OsteoOpt: A Bayesian Optimization Framework for Enhancing Bone Union Likelihood in Mandibular Reconstruction SurgeryHamidreza Aftabi, John E. Lloyd, Amanda Ding, Benedikt Sagl, Eitan Prisman, Antony Hodgson, Sidney Fels. 448-458 [doi]
• PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET ReconstructionYuxuan Long, Yulin Zhang, Hong Wang 0021, Xiaodong Kuang, Hailiang Huang, Fan Rao, Huafeng Liu, Yefeng Zheng 0001, Wentao Zhu. 459-469 [doi]
• PFESA: FFT-Based Parameter-Free Edge and Structure Attention for Medical Image SegmentationMingqian Li, Zhiqian Yan, Miaoning Yan, Yaodong Liang, Qingmao Zhang, Qiongxiong Ma. 470-480 [doi]
• Physics-Informed Implicit Neural Representations for Joint B0 Estimation and Echo Planar ImagingWenqi Huang 0003, Nan Wang, Congyu Liao, Yimeng Lin, Mengze Gao, Daniel Rueckert, Kawin Setsompop. 481-490 [doi]
• Physiological Neural Representation for Personalised Tracer Kinetic Parameter Estimation from Dynamic PETKartikay Tehlan, Thomas Wendler 0001. 491-500 [doi]
• Q-Space Guided Collaborative Attention Translation Network for Flexible Diffusion-Weighted Images SynthesisPengli Zhu, Yingji Fu, Nanguang Chen, Anqi Qiu. 501-511 [doi]
• RDMR: Recursive Inference and Representation Disentanglement for Multimodal Large Deformation RegistrationYibo Hu, Ziqi Zhao, Qi Zhang, Lisa X. Xu, Jianqi Sun. 512-522 [doi]
• Real Super-Resolution for Proximal Femur: Enhanced Computation of Structural Bone Metrics from Clinical CTsNiklas Koser, Marten J. Finck, Felix N. von Brackel, Benjamin Ondruschka, Sören Pirk, Claus C. Glüer. 523-532 [doi]
• Region-Based Text-Consistent Augmentation for Multimodal Medical SegmentationKunyan Cai, Chenggang Yan 0001, Min He, Liangqiong Qu, Shuai Wang 0003, Tao Tan 0002. 533-543 [doi]
• ReSeg-UNet: A Reconstruction-Guided Optimization Framework for Enhanced Medical Image SegmentationLin Li, Dong Tang, Xiaowen Chu, Xiaofei Yang, Fei Yu. 544-554 [doi]
• Reverse Imaging for Wide-Spectrum Generalization of Cardiac MRI SegmentationYidong Zhao, Peter Kellman, Hui Xue 0006, Tongyun Yang, Yi Zhang 0120, Yuchi Han, Orlando P. Simonetti, Qian Tao. 555-565 [doi]
• Self is the Best Learner: CT-Free Ultra-low-Dose PET Organ Segmentation via Collaborating Denoising and Segmentation LearningZanting Ye, Xiaolong Niu, Xu Han, Xuanbin Wu, Wantong Lu, Yijun Lu, Hao Sun, Yanchao Huang, Hubing Wu, Lijun Lu. 566-576 [doi]
• Semi-Supervised Deformation-Free Image-to-Image Translation for Realistic CT Synthesis from CBCTJiyong Han, Su Yang, Sujeong Kim, SunJung Kim, Sang Heon Lim, Heejin Yun, Dahee Kim, Won-Jin Yi. 577-586 [doi]
• Sim-to-Real Transformer-Based Shape Reconstruction for Automated Orthopedic Fracture Reduction PlanningSutuke Yibulayimu, Yanzhen Liu, Yudi Sang, Gang Zhu, Hui Li, Hao Lu, Chunpeng Zhao, Xinbao Wu, Yu Wang 0083. 587-597 [doi]
• SMF-Net: Unlocking Multimodal Insights for Enhanced Stroke Lesion SegmentationMeklit Mesfin Atlaw, Geng Chen 0001, Haotian Jiang, Xuyun Wen, Hengfei Cui, Yong Xia 0001. 598-608 [doi]
• Spatio-Temporal Pre-Trained Foundation Model for Neural Decoding with Fine-Grained OptimizationZiyu Li, Zhiyuan Zhu, Yang Bai, Qing Li, Xia Wu. 609-618 [doi]
• Speech Audio Generation from Dynamic MRI via a Knowledge Enhanced Conditional Variational AutoencoderYaxuan Li, Han Jiang, Yifei Ma, Shihua Qin, Jonghye Woo, Fangxu Xing. 619-629 [doi]
• Steerable Anatomical Shape Synthesis with Implicit Neural RepresentationsBram De Wilde, Max T. Rietberg, Guillaume P. R. Lajoinie, Jelmer M. Wolterink. 630-639 [doi]
• T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion ModelsHwa Hui Tew, Junn Yong Loo, Yee Fan Tan, Xinyu Tang, Hernando Ombao, Fuad Noman, Raphaël C.-W. Phan, Chee-Ming Ting. 640-650 [doi]
• Tied Prototype Model for Few-Shot Medical Image SegmentationHyeongji Kim, Stine Hansen, Michael Kampffmeyer. 651-661 [doi]
• Towards Accurate Tumor Budding Detection: A Benchmark Dataset and A Detection Approach Based on Implicit Annotation Standardization and Positive-Negative Feature CouplingRuiqing Sun, Zeng Fan, Boyang Dai, Yiyan Su, Qun Hao, Chuyang Ye, Shaohui Zhang. 662-672 [doi]
• Unisyn: A Generative Foundation Model for Universal Medical Image Synthesis Across MRI, CT and PETYulin Wang, Honglin Xiong, Kaicong Sun, Jiameng Liu, Xin Lin, Ziyi Chen, Yuanzhe He, Qian Wang 0001, Dinggang Shen. 673-682 [doi]
• Unpaired Multi-site Brain MRI Harmonization with Image Style-Guided Latent DiffusionMengqi Wu, Minhui Yu, Weili Lin, Pew-Thian Yap, Mingxia Liu 0001. 683-693 [doi]