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IEEE Transactions on Medical Imaging最新文献

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From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation 从凝视到洞察：连接人类视觉注意和视觉语言模型解释弱监督医学图像分割
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-10-06 DOI: 10.1109/tmi.2025.3616598
Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Vicente Grau, Jungong Han
{"title":"From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation","authors":"Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Vicente Grau, Jungong Han","doi":"10.1109/tmi.2025.3616598","DOIUrl":"https://doi.org/10.1109/tmi.2025.3616598","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"27 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145235627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Delta-Net: Deep Dual-Domain Alternating Optimization Network for High Pitch Helical CT Reconstruction 三角网：用于高间距螺旋CT重建的深度双域交替优化网络
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-10-06 DOI: 10.1109/tmi.2025.3617899
Xinyun Zhong, Guojun Zhu, Li Chen, Yikun Zhang, Qianjin Feng, Xu Ji, Yang Chen
{"title":"Delta-Net: Deep Dual-Domain Alternating Optimization Network for High Pitch Helical CT Reconstruction","authors":"Xinyun Zhong, Guojun Zhu, Li Chen, Yikun Zhang, Qianjin Feng, Xu Ji, Yang Chen","doi":"10.1109/tmi.2025.3617899","DOIUrl":"https://doi.org/10.1109/tmi.2025.3617899","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"15 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145235650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Privacy-Preserving Latent Diffusion-Based Synthetic Medical Image Generation 基于隐私保护的隐扩散合成医学图像生成
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-10-06 DOI: 10.1109/tmi.2025.3618511
Yongyi Shi, Wenjun Xia, Chuang Niu, Christopher Wiedeman, Ge Wang
{"title":"Privacy-Preserving Latent Diffusion-Based Synthetic Medical Image Generation","authors":"Yongyi Shi, Wenjun Xia, Chuang Niu, Christopher Wiedeman, Ge Wang","doi":"10.1109/tmi.2025.3618511","DOIUrl":"https://doi.org/10.1109/tmi.2025.3618511","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"9 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145235652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
dFCExpert: Learning Dynamic Functional Connectivity Patterns with Modularity and State Experts dFCExpert：使用模块化和状态专家学习动态功能连接模式
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-10-03 DOI: 10.1109/tmi.2025.3617310
Tingting Chen, Hongming Li, Hao Zheng, Yong Fan
{"title":"dFCExpert: Learning Dynamic Functional Connectivity Patterns with Modularity and State Experts","authors":"Tingting Chen, Hongming Li, Hao Zheng, Yong Fan","doi":"10.1109/tmi.2025.3617310","DOIUrl":"https://doi.org/10.1109/tmi.2025.3617310","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"32 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145215574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT SD-RetinaNet：拓扑约束的半监督视网膜病变和OCT层分割
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-10-01 DOI: 10.1109/tmi.2025.3615240
Botond Fazekas, Guilherme Aresta, Philipp Seeböck, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunović
{"title":"SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT","authors":"Botond Fazekas, Guilherme Aresta, Philipp Seeböck, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunović","doi":"10.1109/tmi.2025.3615240","DOIUrl":"https://doi.org/10.1109/tmi.2025.3615240","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"72 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145203252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition 外科手术阶段识别的参数高效图像-手术-视频转移学习
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-10-01 DOI: 10.1109/tmi.2025.3615967
Shu Yang, Zhiyuan Cai, Luyang Luo, Ning Ma, Shuchang Xu, Hao Chen
{"title":"SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition","authors":"Shu Yang, Zhiyuan Cai, Luyang Luo, Ning Ma, Shuchang Xu, Hao Chen","doi":"10.1109/tmi.2025.3615967","DOIUrl":"https://doi.org/10.1109/tmi.2025.3615967","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"19 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145203247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
BrainSMM: Lifespan Brain Segmentation Model with Metadata-Driven Prompt Learning 基于元数据驱动提示学习的寿命脑分割模型
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-10-01 DOI: 10.1109/tmi.2025.3616586
Lin Teng, Zihao Zhao, Yulin Wang, Feng Shi, Dinggang Shen
{"title":"BrainSMM: Lifespan Brain Segmentation Model with Metadata-Driven Prompt Learning","authors":"Lin Teng, Zihao Zhao, Yulin Wang, Feng Shi, Dinggang Shen","doi":"10.1109/tmi.2025.3616586","DOIUrl":"https://doi.org/10.1109/tmi.2025.3616586","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"160 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145203246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trustworthy Multi-Modal Ultrasound Fusion via Uncertainty Calibration and Conflict Resolution 基于不确定度校准和冲突解决的可信多模态超声融合
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-09-29 DOI: 10.1109/tmi.2025.3615589
Peng Wan, Limei Wei, Shukang Zhang, Haiyan Xue, Wei Shao, Wentao Kong, Daoqiang Zhang
{"title":"Trustworthy Multi-Modal Ultrasound Fusion via Uncertainty Calibration and Conflict Resolution","authors":"Peng Wan, Limei Wei, Shukang Zhang, Haiyan Xue, Wei Shao, Wentao Kong, Daoqiang Zhang","doi":"10.1109/tmi.2025.3615589","DOIUrl":"https://doi.org/10.1109/tmi.2025.3615589","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"30 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145188343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Double-Decomposition Motion Tracking of Intraoperative 3D Structures via Cross-Spatio-Temporal Semantics Alignment 基于跨时空语义对齐的术中三维结构双分解运动跟踪
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-09-29 DOI: 10.1109/tmi.2025.3615802
Haixiao Geng, Jingfan Fan, Shuo Yang, Danni Ai, Deqiang Xiao, Tianyu Fu, Hong Song, Xiaohui Li, Feng Duan, Yongtian Wang, Jian Yang
{"title":"Double-Decomposition Motion Tracking of Intraoperative 3D Structures via Cross-Spatio-Temporal Semantics Alignment","authors":"Haixiao Geng, Jingfan Fan, Shuo Yang, Danni Ai, Deqiang Xiao, Tianyu Fu, Hong Song, Xiaohui Li, Feng Duan, Yongtian Wang, Jian Yang","doi":"10.1109/tmi.2025.3615802","DOIUrl":"https://doi.org/10.1109/tmi.2025.3615802","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"26 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145188344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Endoscopic Adaptive Transformer for Enhanced Polyp Segmentation in Endoscopic Imaging 内镜下自适应变压器增强息肉内镜成像分割
IF 10.6 1区 医学
IEEE Transactions on Medical Imaging Pub Date : 2025-09-29 DOI: 10.1109/tmi.2025.3615677
Yan Pang, Yucheng Long, Zibin Chen, Ying Hu, Hao Chen, Qiong Wang
{"title":"Endoscopic Adaptive Transformer for Enhanced Polyp Segmentation in Endoscopic Imaging","authors":"Yan Pang, Yucheng Long, Zibin Chen, Ying Hu, Hao Chen, Qiong Wang","doi":"10.1109/tmi.2025.3615677","DOIUrl":"https://doi.org/10.1109/tmi.2025.3615677","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"54 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145188486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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