Table of Contents

• 3D Vessel Graph Generation Using Denoising DiffusionChinmay Prabhakar, Suprosanna Shit, Fabio Musio, Kaiyuan Yang 0003, Tamaz Amiranashvili, Johannes C. Paetzold, Hongwei Bran Li, Bjoern H. Menze. 3-13 [doi]
• A Hybrid CNN-Transformer Feature Pyramid Network for Granular Abdominal Aortic Calcification Detection from DXA ImagesZaid Ilyas, Afsah Saleem, David Suter, John T. Schousboe, William D. Leslie, Joshua R. Lewis, Syed Zulqarnain Gilani. 14-25 [doi]
• A Universal and Flexible Framework for Unsupervised Statistical Shape Model LearningNafie El Amrani, Dongliang Cao, Florian Bernard. 26-36 [doi]
• Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label NoiseBidur Khanal, Tianhong Dai, Binod Bhattarai, Cristian A. Linte. 37-47 [doi]
• Adaptive Curriculum Query Strategy for Active Learning in Medical Image ClassificationSiteng Ma, Honghui Du, Kathleen M. Curran, Aonghus Lawlor, Ruihai Dong. 48-57 [doi]
• Advancing Brain Imaging Analysis Step-by-Step via Progressive Self-paced LearningYanwu Yang, Hairui Chen, Jiesi Hu, Xutao Guo, Ting Ma. 58-68 [doi]
• Anatomic-Constrained Medical Image Synthesis via Physiological Density SamplingYuetan Chu, Changchun Yang, Gongning Luo, Zhaowen Qiu, Xin Gao 0001. 69-79 [doi]
• Anatomical Structure-Guided Medical Vision-Language Pre-trainingQingqiu Li, Xiaohan Yan, Jilan Xu, Runtian Yuan, Yuejie Zhang, Rui Feng, Quanli Shen, Xiaobo Zhang, Shujun Wang. 80-90 [doi]
• ASA: Learning Anatomical Consistency, Sub-volume Spatial Relationships and Fine-Grained Appearance for CT ImagesJiaxuan Pang, Dongao Ma, Ziyu Zhou, Michael B. Gotway, Jianming Liang. 91-101 [doi]
• Assessing Risk of Stealing Proprietary Models for Medical Imaging TasksAnkita Raj, Harsh Swaika, Deepankar Varma, Chetan Arora 0001. 102-112 [doi]
• Attention-Enhanced Fusion of Structural and Functional MRI for Analyzing HIV-Associated Asymptomatic Neurocognitive ImpairmentYuqi Fang, Wei Wang, Qianqian Wang 0004, Hong-Jun Li, Mingxia Liu 0001. 113-123 [doi]
• BIMCV-R: A Landmark Dataset for 3D CT Text-Image RetrievalYinda Chen, Che Liu, Xiaoyu Liu, Rossella Arcucci, Zhiwei Xiong. 124-134 [doi]
• Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly DetectionJulia Wolleb, Florentin Bieder, Paul Friedrich 0002, Peter Zhang, Alicia Durrer, Philippe C. Cattin. 135-145 [doi]
• Cache-Driven Spatial Test-Time Adaptation for Cross-Modality Medical Image SegmentationXiang Li 0001, Huihui Fang, Changmiao Wang, Mingsi Liu, Lixin Duan, Yanwu Xu 0001. 146-156 [doi]
• Context-Guided Continual Reinforcement Learning for Landmark Detection with Incomplete DataKaiwen Wan, Bomin Wang, Fuping Wu, Haiyu Gong, Xiahai Zhuang. 157-166 [doi]
• Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image SegmentationJuzheng Miao, Cheng Chen 0013, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng. 167-177 [doi]
• Cross-dimensional Medical Self-supervised Representation Learning Based on a Pseudo-3D TransformationFei Gao, Siwen Wang, Fandong Zhang, Hong-Yu Zhou, Yizhou Wang 0001, Churan Wang, Gang Yu, Yizhou Yu. 178-188 [doi]
• D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from MammogramsTajamul Ashraf, Krithika Rangarajan, Mohit Gambhir, Richa Gauba, Chetan Arora 0001. 189-199 [doi]
• Deep Spectral Methods for Unsupervised Ultrasound Image InterpretationOleksandra Tmenova, Yordanka Velikova, Mahdi Saleh, Nassir Navab. 200-210 [doi]
• Diffusion Models with Implicit Guidance for Medical Anomaly DetectionCosmin I. Bercea, Benedikt Wiestler, Daniel Rueckert, Julia A. Schnabel. 211-220 [doi]
• Diffusion-Enhanced Transformation Consistency Learning for Retinal Image SegmentationXiang Li 0001, Huihui Fang, Mingsi Liu, Yanwu Xu 0001, Lixin Duan. 221-231 [doi]
• Disease-Informed Adaptation of Vision-Language ModelsJiajin Zhang, Ge Wang 0001, Mannudeep K. Kalra, Pingkun Yan. 232-242 [doi]
• Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly DetectionSergio Naval Marimont, Vasilis Siomos, Matthew Baugh, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni. 243-253 [doi]
• Epileptic Seizure Detection in SEEG Signals Using a Unified Multi-Scale Temporal-Spatial-Spectral Transformer ModelZhuoyi Li, Wenjun Li 0001, Ning Zhu, Junwei Han, Tianming Liu 0001, Beibei Chen, Zhiqiang Yan, Tuo Zhang. 254-264 [doi]
• F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype PredictionZhibin He, Wuyang Li, Yu Jiang, Zhihao Peng 0002, Pengyu Wang 0005, Xiang Li 0001, Tianming Liu 0001, Junwei Han, Tuo Zhang, Yixuan Yuan. 265-275 [doi]
• Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion RecognitionYimin Zhao, Jin Gu. 276-285 [doi]
• Few Slices Suffice: Multi-faceted Consistency Learning with Active Cross-Annotation for Barely-Supervised 3D Medical Image SegmentationXinyao Wu, Zhe Xu, Raymond Kai-Yu Tong. 286-296 [doi]
• FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical LandmarksJuzheng Miao, Cheng Chen 0013, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng. 297-307 [doi]
• Generating Progressive Images from Pathological Transitions Via Diffusion ModelZeyu Liu, Tianyi Zhang, Yufang He, Guanglei Zhang. 308-318 [doi]
• Goal-Conditioned Reinforcement Learning for Ultrasound Navigation GuidanceAbdoul-aziz Amadou, Vivek Singh, Florin C. Ghesu, Young-Ho Kim, Laura Stanciulescu, Harshitha P. Sai, Puneet Sharma, Alistair A. Young, Ronak Rajani, Kawal S. Rhode. 319-329 [doi]
• HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-trainingFenghe Tang, Ronghao Xu, Qingsong Yao, Xueming Fu, Quan Quan, Heqin Zhu, Zaiyi Liu, S. Kevin Zhou. 330-340 [doi]
• Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and ClassificationZhan Shi, Jingwei Zhang, Jun Kong, Fusheng Wang 0001. 341-350 [doi]
• IPLC: Iterative Pseudo Label Correction Guided by SAM for Source-Free Domain Adaptation in Medical Image SegmentationGuoning Zhang, Xiaoran Qi, Bo Yan, Guotai Wang. 351-360 [doi]
• Latent Spaces Enable Transformer-Based Dose Prediction in Complex Radiotherapy PlansEdward Wang, Ryan Au, Pencilla Lang, Sarah A. Mattonen. 361-371 [doi]
• Learning from Partial Label Proportions for Whole Slide Image SegmentationShinnosuke Matsuo, Daiki Suehiro, Seiichi Uchida, Hiroaki Ito, Kazuhiro Terada, Akihiko Yoshizawa, Ryoma Bise. 372-382 [doi]
• Learning Representations by Maximizing Mutual Information Across Views for Medical Image SegmentationWeihao Weng, Xin Zhu. 383-393 [doi]
• Leveraging the Mahalanobis Distance to Enhance Unsupervised Brain MRI Anomaly DetectionFinn Behrendt, Debayan Bhattacharya, Robin Mieling, Lennart Maack, Julia Krüger, Roland Opfer, Alexander Schlaefer. 394-404 [doi]
• Location Embedding Based Pairwise Distance Learning for Fine-Grained Diagnosis of Urinary StonesQiangguo Jin, Jiapeng Huang, Changming Sun, Hui Cui 0002, Ping Xuan, Ran Su, Leyi Wei, Yu-Jie Wu, Chia-An Wu, Henry B.-L. Duh, Yueh-Hsun Lu. 405-414 [doi]
• Loose Lesion Location Self-supervision Enhanced Colorectal Cancer DiagnosisTianhong Gao, Jie Song 0011, Xiaotian Yu, Shengxuming Zhang, Wenjie Liang, Hongbin Zhang, Ziqian Li, Wenzhuo Zhang, Xiuming Zhang, Zipeng Zhong, Mingli Song, Zunlei Feng. 415-425 [doi]
• Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative StructuringShreyank N. Gowda, David A. Clifton. 426-436 [doi]
• MBA-Net: SAM-Driven Bidirectional Aggregation Network for Ovarian Tumor SegmentationYiFan Gao, Wei Xia, Wenkui Wang, Xin Gao. 437-447 [doi]
• Med-Former: A Transformer Based Architecture for Medical Image ClassificationG. Jignesh Chowdary, Zhaozheng Yin. 448-457 [doi]
• MediCLIP: Adapting CLIP for Few-Shot Medical Image Anomaly DetectionXimiao Zhang, Min Xu 0003, Dehui Qiu, Ruixin Yan, Ning Lang, Xiuzhuang Zhou. 458-468 [doi]
• MOST: Multi-formation Soft Masking for Semi-supervised Medical Image SegmentationXinyu Liu 0001, Zhen Chen 0013, Yixuan Yuan. 469-480 [doi]
• Non-adversarial Learning: Vector-Quantized Common Latent Space for Multi-sequence MRILuyi Han, Tao Tan, Tianyu Zhang, Xin Wang 0121, Yuan Gao, Chunyao Lu, Xinglong Liang, Haoran Dou, Yunzhi Huang, Ritse Mann. 481-491 [doi]
• Open-Set Semi-supervised Medical Image Classification with Learnable Prototypes and Outlier FilterAlong He, Tao Li 0022, Yitian Zhao, Junyong Zhao, Huazhu Fu. 492-501 [doi]
• Physics Informed Neural Networks for Estimation of Tissue Properties from Multi-echo Configuration State MRISamuel I. Adams-Tew, Henrik Odéen, Dennis L. Parker, Cheng-Chieh Cheng, Bruno Madore, Allison Payne, Sarang C. Joshi. 502-511 [doi]
• Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained ModelZijian Dong, Yilei Wu, Zijiao Chen, Yichi Zhang, Yueming Jin, Juan Helen Zhou. 512-521 [doi]
• Reciprocal Collaboration for Semi-supervised Medical Image ClassificationQingjie Zeng, Zilin Lu, Yutong Xie, Mengkang Lu, Xinke Ma, Yong Xia 0001. 522-532 [doi]
• Reprogramming Distillation for Medical Foundation ModelsYuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang 0002, Yanfeng Wang. 533-543 [doi]
• Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical PerspectiveYu Cai 0005, Hao Chen 0011, Kwang-Ting Cheng. 544-554 [doi]
• Revisiting Self-attention in Medical Transformers via Dependency SparsificationXian Lin, Zhehao Wang, Zengqiang Yan, Li Yu. 555-566 [doi]
• SaSaMIM: Synthetic Anatomical Semantics-Aware Masked Image Modeling for Colon Tumor Segmentation in Non-contrast Abdominal Computed TomographyPengyu Dai, Yafei Ou, Yuqiao Yang, Dichao Liu, Masahiro Hashimoto, Masahiro Jinzaki, Mototaka Miyake, Kenji Suzuki. 567-578 [doi]
• Self-supervised 3D Skeleton Completion for Vascular StructuresJiaxiang Ren 0002, Zhenghong Li, Wensheng Cheng, Zhilin Zou, Kicheon Park, Yingtian Pan, Haibin Ling. 579-589 [doi]
• Self-supervised Contrastive Graph Views for Learning Neuron-Level Circuit NetworkJunchi Li, Guojia Wan, Minghui Liao, Fei Liao, Bo Du 0001. 590-600 [doi]
• Self-supervised Denoising and Bulk Motion Artifact Removal of 3D Optical Coherence Tomography Angiography of Awake BrainZhenghong Li, Jiaxiang Ren 0002, Zhilin Zou, Kalyan Garigapati, Congwu Du, Yingtian Pan, Haibin Ling. 601-611 [doi]
• Self-supervised Learning with Adaptive Graph Structure and Function Representation for Cross-Dataset Brain Disorder DiagnosisDongdong Chen 0003, Linlin Yao, Mengjun Liu, Zhenrong Shen 0001, Yuqi Hu, Zhiyun Song, Qian Wang 0001, Lichi Zhang. 612-622 [doi]
• Semi-supervised Lymph Node Metastasis Classification with Pathology-Guided Label Sharpening and Two-Streamed Multi-scale FusionHaoshen Li, Yirui Wang 0002, Jie Zhu, Dazhou Guo, Qinji Yu, Ke Yan 0006, Le Lu 0001, Xianghua Ye, Li Zhang 0047, Qifeng Wang, Dakai Jin. 623-633 [doi]
• Semi-supervised Segmentation Through Rival Networks Collaboration with Saliency Map in Diabetic RetinopathyEunjin Kim, Gitaek Kwon, Jaeyoung Kim, Hyunjin Park. 634-644 [doi]
• Spatio-Temporal Contrast Network for Data-Efficient Learning of Coronary Artery Disease in Coronary CT AngiographyXinghua Ma, Mingye Zou, Xinyan Fang, Yang Liu, Gongning Luo, Wei Wang 0169, Kuanquan Wang, Zhaowen Qiu, Xin Gao 0001, Shuo Li 0001. 645-655 [doi]
• Spatiotemporal Representation Learning for Short and Long Medical Image Time SeriesChengzhi Shen, Martin J. Menten, Hrvoje Bogunovic, Ursula Schmidt-Erfurth, Hendrik P. N. Scholl, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, Paul Hager, Robbie Holland. 656-666 [doi]
• Structure-Preserving Image Translation for Depth Estimation in ColonoscopyShuxian Wang, Akshay Paruchuri, Zhaoxi Zhang, Sarah McGill, Roni Sengupta. 667-677 [doi]
• Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery ClassificationSion An, Myeongkyun Kang, Soopil Kim, Philip Chikontwe, Li Shen, Sang Hyun Park 0004. 678-688 [doi]
• Tail-Enhanced Representation Learning for Surgical Triplet RecognitionShuangchun Gui, Zhenkun Wang. 689-699 [doi]
• TARDRL: Task-Aware Reconstruction for Dynamic Representation Learning of fMRIYunxi Zhao, Dong Nie, Geng Chen, Xia Wu, Daoqiang Zhang, Xuyun Wen. 700-710 [doi]
• TextPolyp: Point-Supervised Polyp Segmentation with Text CuesYiming Zhao, Yi Zhou 0007, Yizhe Zhang 0001, Ye Wu 0001, Tao Zhou 0002. 711-722 [doi]
• Topological Cycle Graph Attention Network for Brain Functional ConnectivityJinghan Huang 0002, Nanguang Chen, Anqi Qiu. 723-732 [doi]
• Topological SLAM in Colonoscopies Leveraging Deep Features and Topological PriorsJavier Morlana, Juan D. Tardós, José M. M. Montiel. 733-743 [doi]
• Trexplorer: Recurrent DETR for Topologically Correct Tree Centerline TrackingRoman Naeem, David Hagerman, Lennart Svensson, Fredrik Kahl. 744-754 [doi]
• Unsupervised Latent Stain Adaptation for Computational PathologyDaniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof. 755-765 [doi]
• Weakly Supervised Learning of Cortical Surface Reconstruction from SegmentationsQiang Ma 0004, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert. 766-777 [doi]
• When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse LabelsYifan Liu 0010, Wuyang Li, Cheng Wang, Hui Chen, Yixuan Yuan. 778-788 [doi]
• WSSADN: A Weakly Supervised Spherical Age-Disentanglement Network for Detecting Developmental Disorders with Structural MRIPengcheng Xue, Dong Nie, Meijiao Zhu, Ming Yang, Han Zhang 0002, Daoqiang Zhang, Xuyun Wen. 789-799 [doi]