Table of Contents

• Structural MRI Harmonization via Disentangled Latent Energy-Based Style TranslationMengqi Wu, Lintao Zhang, Pew-Thian Yap, Weili Lin, Hongtu Zhu, Mingxia Liu 0001. 1-11 [doi]
• Cross-Domain Iterative Network for Simultaneous Denoising, Limited-Angle Reconstruction, and Attenuation Correction of Cardiac SPECTXiongchao Chen, Bo Zhou 0009, Huidong Xie, Xueqi Guo, Qiong Liu, Albert J. Sinusas, Chi Liu. 12-22 [doi]
• Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional DiffusionXin Wang, Zhenrong Shen, Zhiyun Song, Sheng Wang, Mengjun Liu, Lichi Zhang, Kai Xuan, Qian Wang 0001. 23-32 [doi]
• Reconstruction of 3D Fetal Brain MRI from 2D Cross-Sectional Acquisitions Using Unsupervised Learning NetworkYimeng Yang, Dongdong Gu, Xukun Zhang, Zhongxiang Ding, Fei Gao, Zhong Xue, Dinggang Shen. 33-41 [doi]
• Robust Unsupervised Super-Resolution of Infant MRI via Dual-Modal Deep Image PriorCheng-Che Tsai, Xiaoyang Chen, Sahar Ahmad, Pew-Thian Yap. 42-51 [doi]
• SR4ZCT: Self-supervised Through-Plane Resolution Enhancement for CT Images with Arbitrary Resolution and OverlapJiayang Shi, Daniël Maria Pelt, Kees Joost Batenburg. 52-61 [doi]
• unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic FeaturesSebastian Doerrich, Francesco Di Salvo, Christian Ledig. 62-71 [doi]
• An Investigation of Different Deep Learning Pipelines for GABA-Edited MRS ReconstructionRodrigo Berto, Hanna Bugler, Renata M. C. R. Souza, Ashley Harris. 72-82 [doi]
• Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos Using NeRFsKhoa Tuan Nguyen, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve. 83-93 [doi]
• Brain MRI to PET Synthesis and Amyloid Estimation in Alzheimer's Disease via 3D Multimodal Contrastive GANYan Jin 0001, Jonathan Dubois, Chongyue Zhao, Liang Zhan, Audrey Gabelle, Neda Jahanshad, Paul M. Thompson, Arie Gafson, Shibeshih Mitiku Belachew. 94-103 [doi]
• Accelerated MRI Reconstruction via Dynamic Deformable Alignment Based TransformerWafa Al Ghallabi, Akshay Dudhane, Syed Waqas Zamir, Salman H. Khan 0001, Fahad Shahbaz Khan. 104-114 [doi]
• Deformable Cross-Attention Transformer for Medical Image RegistrationJunyu Chen, Yihao Liu 0003, Yufan He, Yong Du 0002. 115-125 [doi]
• Deformable Medical Image Registration Under Distribution Shifts with Neural Instance OptimizationTony C. W. Mok, Zi Li, Yingda Xia, Jiawen Yao, Ling Zhang, Jingren Zhou, Le Lu 0001. 126-136 [doi]
• Implicitly Solved Regularization for Learning-Based Image RegistrationJan Ehrhardt, Heinz Handels. 137-146 [doi]
• BHSD: A 3D Multi-class Brain Hemorrhage Segmentation DatasetBiao Wu, Yutong Xie, Zeyu Zhang, Jinchao Ge, Kaspar Yaxley, Suzan Bahadir, Qi Wu, Yifan Liu 0001, Minh-Son To. 147-156 [doi]
• Contrastive Learning-Based Breast Tumor Segmentation in DCE-MRIShanshan Guo, Jiadong Zhang, Dongdong Gu, Fei Gao, Yiqiang Zhan, Zhong Xue, Dinggang Shen. 157-165 [doi]
• FFPN: Fourier Feature Pyramid Network for Ultrasound Image SegmentationChaoyu Chen, Xin Yang 0009, Rusi Chen, Junxuan Yu, Liwei Du, Jian Wang, Xindi Hu, Yan Cao, Yingying Liu, Dong Ni 0001. 166-175 [doi]
• Mammo-SAM: Adapting Foundation Segment Anything Model for Automatic Breast Mass Segmentation in Whole MammogramsXinyu Xiong, Churan Wang, Wenxue Li, Guanbin Li. 176-185 [doi]
• Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration AssistanceYuhang Sun, Jiameng Liu, Feihong Liu, Kaicong Sun, Han Zhang 0002, Feng Shi 0001, Qianjin Feng, Dinggang Shen. 186-195 [doi]
• Unifying and Personalizing Weakly-Supervised Federated Medical Image Segmentation via Adaptive Representation and AggregationLi Lin 0006, Jiewei Wu, Yixiang Liu, Kenneth K. Y. Wong, Xiaoying Tang 0001. 196-206 [doi]
• Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in TransformersReza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof. 207-216 [doi]
• Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance ImagesKuruparan Shanmugalingam, Arcot Sowmya, Daniel Aaron Moses, Erik Meijering. 217-226 [doi]
• SPPNet: A Single-Point Prompt Network for Nuclei Image SegmentationQing Xu 0014, Wenwei Kuang, Zeyu Zhang, Xueyao Bao, Haoran Chen, Wenting Duan. 227-236 [doi]
• Automated Coarse-to-Fine Segmentation of Thoracic Duct Using Anatomy Priors and Topology-Guided Curved Planar ReformationPuyang Wang, Panwen Hu, Jiali Liu, Hang Yu, Xianghua Ye, Jinliang Zhang, Hui Li, Li Yang, Le Lu 0001, Dakai Jin, Feng-Ming (Spring) Kong. 237-246 [doi]
• Leveraging Self-attention Mechanism in Vision Transformers for Unsupervised Segmentation of Optical Coherence Microscopy White Matter ImagesMohamad Hawchar, Joël Lefebvre. 247-256 [doi]
• PE-MED: Prompt Enhancement for Interactive Medical Image SegmentationAo Chang, Xing Tao, Xin Yang 0009, Yuhao Huang, Xinrui Zhou, Jiajun Zeng, Ruobing Huang, Dong Ni 0001. 257-266 [doi]
• A Super Token Vision Transformer and CNN Parallel Branch Network for mCNV Lesion Segmentation in OCT ImagesXiang Dong, Hai Xie, Yunlong Sun, Zhenquan Wu, Bao Yang, Junlong Qu, Guoming Zhang, Baiying Lei. 267-276 [doi]
• Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS ImagesWeixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed. 277-288 [doi]
• A Domain-Free Semi-supervised Method for Myocardium Segmentation in 2D Echocardiography SequencesWenming Song, Xing An, Ting Liu, Yanbo Liu, Lei Yu, Jian Wang, Yuxiao Zhang, Lei Li, Longfei Cong, Lei Zhu. 289-298 [doi]
• Self-training with Domain-Mixed Data for Few-Shot Domain Adaptation in Medical Image Segmentation TasksYongze Wang, Maurice Pagnucco, Yang Song. 299-309 [doi]
• Bridging the Task Barriers: Online Knowledge Distillation Across Tasks for Semi-supervised Mediastinal Segmentation in CTMuhammad F. A. Chaudhary, Seyed Soheil Hosseini, R. Graham Barr, Joseph M. Reinhardt, Eric A. Hoffman, Sarah E. Gerard. 310-319 [doi]
• RelationalUNet for Image SegmentationIvaxi Sheth, Pedro H. M. Braga, Shivakanth Sujit, Sahar Dastani, Samira Ebrahimi Kahou. 320-329 [doi]
• Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy DataValentina Corbetta, Regina Beets-Tan, Wilson Silva. 330-340 [doi]
• Improving Automated Prostate Cancer Detection and Classification Accuracy with Multi-scale Cancer InformationCynthia Xinran Li, Indrani Bhattacharya, Sulaiman Vesal, Sara L. Saunders, Simon John Christoph Soerensen, Richard E. Fan, Geoffrey A. Sonn, Mirabela Rusu. 341-350 [doi]
• Skin Lesion Segmentation Improved by Transformer-Based Networks with Inter-scale Dependency ModelingSania Eskandari, Janet Lumpp, Luis G. Sánchez Giraldo. 351-360 [doi]
• MagNET: Modality-Agnostic Network for Brain Tumor Segmentation and Characterization with Missing ModalitiesAishik Konwer, Chao Chen 0012, Prateek Prasanna. 361-371 [doi]
• Unsupervised Anomaly Detection in Medical Images Using Masked Diffusion ModelHasan Iqbal, Umar Khalid, Chen Chen 0001, Jing Hua 0001. 372-381 [doi]
• IA-GCN: Interpretable Attention Based Graph Convolutional Network for Disease PredictionAnees Kazi, Soroush Farghadani, Iman Aganj, Nassir Navab. 382-392 [doi]
• Multi-modal Adapter for Medical Vision-and-Language LearningZheng Yu, Yanyuan Qiao, Yutong Xie, Qi Wu 0001. 393-402 [doi]
• Vector Quantized Multi-modal Guidance for Alzheimer's Disease Diagnosis Based on Feature ImputationYuanwang Zhang, Kaicong Sun, Yuxiao Liu, Zaixin Ou, Dinggang Shen. 403-412 [doi]
• Finding-Aware Anatomical Tokens for Chest X-Ray Automated ReportingFrancesco Dalla Serra, Chaoyang Wang, Fani Deligianni, Jeff Dalton 0001, Alison Q. O'Neil. 413-423 [doi]
• Dual-Stream Model with Brain Metrics and Images for MRI-Based Fetal Brain Age EstimationShengxian Chen, Xin Zhang, Ruiyan Fang, Wenhao Zhang, He Zhang, Chaoxiang Yang, Gang Li. 424-433 [doi]
• PECon: Contrastive Pretraining to Enhance Feature Alignment Between CT and EHR Data for Improved Pulmonary Embolism DiagnosisSantosh Sanjeev, Salwa K. Al Khatib, Mai A. Shaaban, Ibrahim Almakky, Vijay Ram Papineni, Mohammad Yaqub. 434-443 [doi]
• Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic RetinopathySanoojan Baliah, Fadillah A. Maani, Santosh Sanjeev, Muhammad Haris Khan. 444-453 [doi]
• More from Less: Self-supervised Knowledge Distillation for Routine Histopathology DataLucas Farndale, Robert H. Insall, Ke Yuan. 454-463 [doi]
• Tailoring Large Language Models to Radiology: A Preliminary Approach to LLM Adaptation for a Highly Specialized DomainZhengliang Liu, Aoxiao Zhong, Yiwei Li, Longtao Yang, Chao Ju, Zihao Wu, Chong Ma, Peng Shu, Cheng Chen, Sekeun Kim, Haixing Dai, Lin Zhao, Dajiang Zhu, Jun Liu, Wei Liu, Dinggang Shen, Quanzheng Li, Tianming Liu, Xiang Li 0001. 464-473 [doi]