Table of Contents

• 3D Acetabular Surface Reconstruction from 2D Pre-operative X-Ray Images Using SRVF Elastic Registration and Deformation GraphShuai Zhang, Jinliang Wang, Xu Wang, Sujith Konandetails, Danail Stoyanov, Evangelos B. Mazomenos. 3-12 [doi]
• A Boundary-Aware Cold-Diffusion Model for Electron Microscopy SegmentationMuge Qi, Ruohua Shi, Yu Cai, Liuyuan He, Wenyao Wang, Lei Ma. 13-23 [doi]
• A Virtual Domain Collaborative Learning Framework for Semi-supervised Microscopic Hyperspectral Image SegmentationGeng Qin, Huan Liu, Wei Li, Haihao Zhang, Yuxing Guo. 24-34 [doi]
• ADAptation: Reconstruction-Based Unsupervised Active Learning for Breast Ultrasound DiagnosisYaofei Duan, Yuhao Huang 0001, Xin Yang 0009, Luyi Han, Xinyu Xie, Zhiyuan Zhu, Ping He, Ka Hou Chan, Ligang Cui, Sio Kei Im, Dong Ni 0001, Tao Tan 0002. 35-45 [doi]
• Adapting Foundation Model for Dental Caries Detection with Dual-View Co-trainingTao Luo 0010, Han Wu 0007, Tong Yang, Dinggang Shen, Zhiming Cui. 46-55 [doi]
• AdvMIM: Adversarial Masked Image Modeling for Semi-supervised Medical Image SegmentationLei Zhu 0003, Jun Zhou 0014, Rick Siow Mong Goh, Yong Liu 0026. 56-66 [doi]
• All-in-One Medical Image Restoration with Latent Diffusion-Enhanced Vector-Quantized Codebook PriorHaowei Chen, Zhiwen Yang 0001, Haotian Hou, Hui Zhang, Bingzheng Wei, Gang Zhou, Yan Xu 0001. 67-77 [doi]
• AVDM: Controllable Adversarial Diffusion Model for Vessel-to-Volume SynthesisJian Dai, Wanchen Liu, Honghao Cui, Xiao Liu, Jiajun Wang, Zhiji Zheng, Daoying Geng. 78-87 [doi]
• Bowsher Prior Enhanced Unsupervised PET Image DenoisingZhongxue Wu, Jiankai Wu, Jianan Cui, Yuanjing Feng, Zan Chen. 88-97 [doi]
• BraTS-UMamba: Adaptive Mamba UNet with Dual-Band Frequency Based Feature Enhancement for Brain Tumor SegmentationHaoran Yao, Hao Xiong 0001, Dong Liu, Hualei Shen, Shlomo Berkovsky. 98-107 [doi]
• Compact Training-Free NAS with Alternating Evolution Game for Medical Image SegmentationXiao-Xue Sun, Hong-Peng Wang, Pei-Cheng Song. 108-118 [doi]
• Controllable Flow Matching for 3D Contrast-Enhanced Brain MRI Synthesis from Non-contrast ScansHeng Chang, Yu Shang, Haifeng Wang 0002, Yuxia Liang, Haoyu Wang, Fan Wang, Chen Niu, Chunfeng Lian. 119-128 [doi]
• Controllable Skin Synthesis via Lesion-Focused Vector Autoregression ModelJiajun Sun, Zhen Yu, Siyuan Yan, Jason J. Ong, ZongYuan Ge, Lei Zhang 0095. 129-139 [doi]
• Cross-View Generalized Diffusion Model for Sparse-View CT ReconstructionJixiang Chen, Yiqun Lin, Yi Qin 0004, Hualiang Wang, Xiaomeng Li 0001. 140-150 [doi]
• 3M: Deformation-Driven Diffusion Model for Synthesis of Contrast-Enhanced MRI with Brain TumorsHaowen Pang, Peng Zhang, Xiaoming Hong, Shannan Chen, Chuyang Ye. 151-160 [doi]
• DiffAtlas: GenAI-Fying Atlas Segmentation via Image-Mask DiffusionHantao Zhang, Yuhe Liu, Jiancheng Yang, Weidong Guo, Xinyuan Wang, Pascal Fua. 161-172 [doi]
• Diffusion-Based Multi-modal MR Fusion for TOF-MRA Image SynthesisTianen Yu, Xinyu Song, Lei Xiang, Tao Zhou 0002. 173-182 [doi]
• DuoDent: Tooth Generation Using Dual-Stream Diffusion with Normal ConsistencyDoeyoung Kwon, Seongjun Kim, In-Seok Song, Seung Jun Baek. 183-193 [doi]
• EFFDNet: A Scribble-Supervised Medical Image Segmentation Method with Enhanced Foreground Feature DiscriminationJinhua Liu, Shu Yun Tan, XuLei Yang, Yanwu Xu, Si Yong Yeo. 194-204 [doi]
• FilterDiff: Noise-Free Frequency-Domain Diffusion Models for Accelerated MRI ReconstructionTao Song 0002, Fang Nie, Yi Guo 0002, Feng Xu, Shaoting Zhang 0001. 205-215 [doi]
• Flow Matching for Medical Image Synthesis: Bridging the Gap Between Speed and QualityMilad Yazdani, Yasamin Medghalchi, Pooria Ashrafian, Ilker Hacihaliloglu, Dena Shahriari. 216-226 [doi]
• FMM-Diff: A Feature Mapping and Merging Diffusion Model for MRI Generation with Missing ModalityWenjin Zhong, Cong Cong, Zihan Wang, Zeya Yan, Antonio Di Ieva, Sidong Liu. 227-236 [doi]
• GLCP: Global-to-Local Connectivity Preservation for Tubular Structure SegmentationFeixiang Zhou, Zhuangzhi Gao, He Zhao 0002, Jianyang Xie, Yanda Meng, Yitian Zhao, Gregory Yoke Hong Lip, Yalin Zheng. 237-247 [doi]
• Guiding Quantitative MRI Reconstruction with Phase-Wise UncertaintyHaozhong Sun, Zhongsen Li, Chenlin Du, Haokun Li, Yajie Wang, Huijun Chen. 248-257 [doi]
• High-Fidelity Unified One-to-Many Medical Image Synthesis via Text-Conditioned Latent DiffusionYoujian Zhang, Jian Huang, Jie Wang, Zezhou li, Zhongya Wang, Guanqun Zhou, Zhicheng Zhang, Gang Yu. 258-267 [doi]
• Improving Medical Image Segmentation with Implicit Representation and Noisy Label RobustnessSuruchi Kumari, Harshdeep Singh, Pravendra Singh. 268-278 [doi]
• InstructX2X: An Interpretable Local Editing Model for Counterfactual Medical Image GenerationHyungi Min, Taeseung You, Hangyeul Lee, Yeongjae Cho, Sungzoon Cho. 279-288 [doi]
• Investigating Voxel-Level Brain Age Prediction as a Pretext Task for Brain MRI SegmentationTasneem Nasser, Roberto Souza 0001, Naser El-Sheimy. 289-299 [doi]
• Learning with Explicit Topological Priors for Chest X-Ray Rib SegmentationXiaowei Zhao, Chenglong Li 0002, Jin Tang 0001, Chuanfu Li. 300-309 [doi]
• MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven PromptsRunqi Meng, Sifan Song, Pengfei Jin, Lin Teng, Yulin Wang, Yiqun Sun, Ling Chen, Yujin Oh, Xiang Li 0001, Quanzheng Li, Ning Guo, Dinggang Shen. 310-320 [doi]
• MatchGen: Detecting Medical Abnormal Region by Generating Matched Normal RegionsXinyu Ma, Jinhui Ma, Shiqi He, Xin Che, Hon Yiu So, Lingyang Chu. 321-331 [doi]
• MedGNN: General Medical Image Recognition Network via GNN Visual RepresentationsJiayu Ye, An Zeng, Dan Pan 0001, Junhao Chen, Guanwei Cheng. 332-342 [doi]
• Mesh4D: A Motion-Aware Multi-view Variational Autoencoder for 3D+t Mesh ReconstructionMengyun Qiao, Jin Zheng, Weitong Zhang, Qiang Ma 0004, Liu Li, Bernhard Kainz, Declan P. O'Regan, Paul M. Matthews, Steven A. Niederer, Wenjia Bai. 343-353 [doi]
• NeRF-Based CBCT Reconstruction Needs Normalization and InitializationZhuowei Xu, Han Li, Dai Sun, Zhicheng Li, Yujia Li, Qingpeng Kong, Zhiwei Cheng, Nassir Navab, Shaohua Kevin Zhou. 354-364 [doi]
• New Multiple Sclerosis Lesion Segmentation via Calibrated Inter-patch BlendingJin Ye 0002, Son Duy Dao, Yicheng Wu 0001, Yasmeen George, Thanh Nguyen-Duc, Daniel F. Schmidt, Hengcan Shi, Winston Chong, Jianfei Cai 0001. 365-375 [doi]
• No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-K Patch SamplingYoung Seok Jeon, Hongfei Yang, Huazhu Fu, Yeshe M. Kway, Mengling Feng. 376-386 [doi]
• Pairwise-Constrained Implicit Functions for 3D Human Heart ModelingHieu Le 0001, Jingyi Xu, Nicolas Talabot, Jiancheng Yang, Pascal Fua. 387-396 [doi]
• Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image SynthesisChanyoung Kim 0001, Dayun Ju, Jinyeong Kim, Woojung Han, Roberto Alcover-Couso, Seong Jae Hwang. 397-407 [doi]
• PathoPainter: Augmenting Histopathology Segmentation via Tumor-Aware InpaintingHong Liu, Haosen Yang 0003, Evi M. C. Huijben, Mark Schuiveling, Ruisheng Su, Josien P. W. Pluim, Mitko Veta. 408-417 [doi]
• PerioDet: Large-Scale Panoramic Radiograph Benchmark for Clinical-Oriented Apical Periodontitis DetectionXiaocheng Fang, Jieyi Cai, Huanyu Liu, Chengju Zhou, Minhua Lu, Bingzhi Chen. 418-428 [doi]
• Physics Informed Guided Diffusion for Accelerated Multi-parametric MRI ReconstructionPerla Mayo, Carolin M. Pirkl, Alin Achim, Bjoern Menze, Mohammad Golbabaee. 429-439 [doi]
• Predicting Radiation Therapy Response Based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRIXinyu Hao, Hongming Xu 0002, Qibin Zhang, Qi Xu 0008, Xiaofeng Wang, Ilkka Pölönen, Fengyu Cong. 440-449 [doi]
• R2B-WFC Ultrasound Reconstruction: Wavelet Fourier Convolution-Based Reconstruction from Radio Frequency to ImageHyunsu Jeong, Chiho Yoon, Minsik Sung, Ki-Duk Kim, Dougho Park, Chulhong Kim. 450-459 [doi]
• RefineSeg: Dual Coarse-to-Fine Learning for Medical Image SegmentationAnghong Du, Nay Aung, Theodoros N. Arvanitis, Stefan K. Piechnik, Joao A. C. Lima, Steffen E. Petersen, Le Zhang 0005. 460-469 [doi]
• RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through CaptionsJunzhi Ning, Cheng Tang, Kaijing Zhou, Diping Song, Lihao Liu, Ming Hu, Wei Li 0044, Huihui Xu, Yanzhou Su, Tianbin Li, Jiyao Liu, Jin Ye 0002, Sheng Zhang, Yuanfeng Ji, Junjun He. 470-480 [doi]
• RSAD: Region-Specific Anomaly Detection in fMRI for Disease DiagnosisYusong Sun, Dongdong Chen 0003, Mengjun Liu, Zhenrong Shen 0001, Zhiyun Song, Yuqi Hu, Manman Fei, Xu Han, Zelin Liu, Xingkai Fang, Lu Bai 0001, Lichi Zhang. 481-490 [doi]
• Segmenting Vessels Encapsulating Tumor Clusters via Fine-Grained Visual PromptJiahui Yu, Tianyu Ma, Shenjian Gu, Yuping Guo, Feng Chen, Xiaoxiao Li, Yingke Xu. 491-501 [doi]
• Sequence-Independent Continual Test-Time Adaptation with Mixture of Incremental Experts for Cross-Domain SegmentationDunyuan Xu, Yuchen Yuan, Donghao Zhou, Xikai Yang, Jingyang Zhang, Jinpeng Li 0004, Pheng-Ann Heng. 502-512 [doi]
• Single-Spoke Motion-Compensated Dynamic 3D MRI Reconstruction via Neural RepresentationLixuan Chen, James M. Balter, Liyue Shen, Jeong-Joon Park. 513-522 [doi]
• Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and AttentionZhenghong Li, Jiaxiang Ren 0002, Wensheng Cheng, Yanzuo Liu, Congwu Du, Yingtian Pan, Haibin Ling. 523-532 [doi]
• Spatiotemporal-Sensitive Network for Microvascular Obstruction Segmentation from Cine Cardiac Magnetic ResonanceYang Yu 0079, Christopher Kok, Jiahao Wang, Jun Cheng 0003, Shuang Leng, Ru San Tan, Liang Zhong 0001, XuLei Yang. 533-543 [doi]
• Spherical Diffusion Process for Score-Guided Cortical Correspondence via Spectral AttentionSeungeun Lee, Sergey Pyatkovskiy, Jaejun Yoo, Ilwoo Lyu. 544-554 [doi]
• SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-World Breast MRI ClassificationJongbum Won, Wesley De Neve, Joris Vankerschaver, Utku Ozbulak. 555-564 [doi]
• TAT: Task-Adaptive Transformer for All-in-One Medical Image RestorationZhiwen Yang 0001, Jiaju Zhang, Yang Yi, Jian Liang, Bingzheng Wei, Yan Xu 0001. 565-575 [doi]
• tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image SegmentationGuanghua He, Wangang Cheng, Hancan Zhu, Xiaohao Cai, Gaohang Yu. 576-585 [doi]
• TransSino: Prior Sinogram Pattern-Based Transformer for Limited-Angle CT Image SegmentationJae Hyun Yoon, Yeong Jong Lee, Seok Bong Yoo. 586-596 [doi]
• Ultra-Low-Field MRI Enhancement via INR-Based Style TransferKh Tohidul Islam, Mevan Ekanayake, Zhaolin Chen. 597-607 [doi]
• UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D UltrasoundJunxuan Yu, Yaofei Duan, Yuhao Huang 0001, Yu Wang, Rongbo Ling, Weihao Luo, ang Zhang, Jingxian Xu, Qiongying Ni, Yongsong Zhou, Binghan Li, Haoran Dou, Liping Liu, Yanfen Chu, Feng Geng, Zhe Sheng, ZhiFeng Ding, Dingxin Zhang, Rui Huang, Yuhang Zhang, Xiaowei Xu, Tao Tan 0002, Dong Ni 0001, Zhongshan Gou, Xin Yang 0009. 608-617 [doi]
• U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical SegmentationLuca Lumetti, Giacomo Capitani, Elisa Ficarra, Simone Calderara, Costantino Grana, Angelo Porrello, Federico Bolelli. 618-628 [doi]
• UniOCTSeg: Towards Universal OCT Retinal Layer Segmentation via Hierarchical Prompting and Progressive Consistency LearningJian Zhong, Li Lin, Chaoran Miao, Kenneth K. Y. Wong, Xiaoying Tang. 629-639 [doi]
• UNSURF: Uncertainty Quantification for Cortical Surface Reconstruction of Clinical Brain MRIsKarthik Gopinath, Raghav Mehta, Ben Glocker, Juan Eugenio Iglesias. 640-650 [doi]
• Vascular Photoacoustic Volume Registration via 2D Feature Matching with Reverse Mapping Based on Maximum Intensity ProjectionJunda Liao, Chu Zhou, Yuta Asano, Yushi Suzuki, Ryoma Bise, Nobuaki Imanishi, Kazuo Kishi, Sadakazu Aiso, Imari Sato. 651-661 [doi]
• VesselGPT: Autoregressive Modeling of Vascular GeometryPaula Feldman, Martin Sinnona, Claudio Delrieux, Viviana Siless, Emmanuel Iarussi. 662-672 [doi]
• VQ-SCD: Vector Quantization Meets Unknown Scan Condition Self-supervised Low-Dose CT DenoisingBo Su, Jiabo Xu, Xiangyun Hu, Kai Deng, Jiancheng Li, Zhouxian Lu. 673-683 [doi]
• WiD-PET: PET Image Reconstruction from Low-Dose Data Using a Wavelet-Informed Diffusion Model with Fast InferenceQingcheng Lyu, Tong Chen, Yiran Wang, Erjian Guo, Luping Zhou. 684-693 [doi]