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IEEE Transactions on Medical Imaging最新文献

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Large-Scale Multimodality via Dual-Path Cooperative Feature Fusion Strategy for Medical Image Segmentation 基于双路径协同特征融合的大规模多模态医学图像分割
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-25 DOI: 10.1109/tmi.2026.3667954
Dayu Tan, Xingcheng Wang, Yansen Su, Junfeng Xia, Chunhou Zheng, Weimin Zhong
{"title":"Large-Scale Multimodality via Dual-Path Cooperative Feature Fusion Strategy for Medical Image Segmentation","authors":"Dayu Tan, Xingcheng Wang, Yansen Su, Junfeng Xia, Chunhou Zheng, Weimin Zhong","doi":"10.1109/tmi.2026.3667954","DOIUrl":"https://doi.org/10.1109/tmi.2026.3667954","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"17 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287395","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
Addressing Imbalanced Modal Incompleteness in Realistic Multi-Modal Medical Image Segmentation via Hierarchical Gradient Alignment 基于层次梯度对齐的逼真多模态医学图像分割中的不平衡模态不完全性问题
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-24 DOI: 10.1109/tmi.2026.3667605
Junjie Shi, Zhaobin Sun, Li Yu, Xin Yang, Zengqiang Yan
{"title":"Addressing Imbalanced Modal Incompleteness in Realistic Multi-Modal Medical Image Segmentation via Hierarchical Gradient Alignment","authors":"Junjie Shi, Zhaobin Sun, Li Yu, Xin Yang, Zengqiang Yan","doi":"10.1109/tmi.2026.3667605","DOIUrl":"https://doi.org/10.1109/tmi.2026.3667605","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"45 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147278554","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
Masked Image Modeling for Generalizable Organelle Segmentation in Volume EM 体EM中广义细胞器分割的掩膜图像建模
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-24 DOI: 10.1109/tmi.2026.3667612
Yanchao Zhang, Hao Zhai, Jinyue Guo, Zhenchen Li, Jing Liu, Hua Han
{"title":"Masked Image Modeling for Generalizable Organelle Segmentation in Volume EM","authors":"Yanchao Zhang, Hao Zhai, Jinyue Guo, Zhenchen Li, Jing Liu, Hua Han","doi":"10.1109/tmi.2026.3667612","DOIUrl":"https://doi.org/10.1109/tmi.2026.3667612","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"104 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147278555","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
Cogformer: A unified multi-scale brain representation for visual decoding and reconstruction from fMRI Cogformer：一种统一的多尺度大脑表征，用于fMRI的视觉解码和重建
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-24 DOI: 10.1109/tmi.2026.3667706
Xu Yin, John Q. Gan, Haixian Wang
{"title":"Cogformer: A unified multi-scale brain representation for visual decoding and reconstruction from fMRI","authors":"Xu Yin, John Q. Gan, Haixian Wang","doi":"10.1109/tmi.2026.3667706","DOIUrl":"https://doi.org/10.1109/tmi.2026.3667706","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"128 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147278556","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
Plane-wave image reconstruction with Hy-PCF: A Novel Hybrid CNN-Transformer for Progressive Cross-domain Fusion 基于Hy-PCF的平面波图像重建：一种用于渐进跨域融合的新型混合CNN-Transformer
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-24 DOI: 10.1109/tmi.2026.3667618
Yanyan Yu, Tianli Wang, Yu Qiang, Xingying Wang, Xin Chen, Weibao Qiu
{"title":"Plane-wave image reconstruction with Hy-PCF: A Novel Hybrid CNN-Transformer for Progressive Cross-domain Fusion","authors":"Yanyan Yu, Tianli Wang, Yu Qiang, Xingying Wang, Xin Chen, Weibao Qiu","doi":"10.1109/tmi.2026.3667618","DOIUrl":"https://doi.org/10.1109/tmi.2026.3667618","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"15 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147278552","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
Scribble-Supervised Multi-Organ Segmentation via Epistemic-Driven Hardness-Adaptive Focusing 基于认知驱动的硬度自适应聚焦的潦草监督多器官分割
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-17 DOI: 10.1109/tmi.2026.3665556
Xiaoxiang Han, Yiman Liu, Jiang Shang, Haobo Chen, Xiaohong Liu, Zhen Qiu, Yan Wang, Qi Zhang
{"title":"Scribble-Supervised Multi-Organ Segmentation via Epistemic-Driven Hardness-Adaptive Focusing","authors":"Xiaoxiang Han, Yiman Liu, Jiang Shang, Haobo Chen, Xiaohong Liu, Zhen Qiu, Yan Wang, Qi Zhang","doi":"10.1109/tmi.2026.3665556","DOIUrl":"https://doi.org/10.1109/tmi.2026.3665556","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"413 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146209067","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
FiR-Rad: Fine-grained Reinforcement with Structured Reasoning for Chest X-ray Report Generation FiR-Rad：用于胸部x线报告生成的细粒度强化与结构化推理
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-17 DOI: 10.1109/tmi.2026.3665561
Xin Mei, Libin Yang, Dehong Gao, Xiaoyan Cai, Junwei Han, Tianming Liu
{"title":"FiR-Rad: Fine-grained Reinforcement with Structured Reasoning for Chest X-ray Report Generation","authors":"Xin Mei, Libin Yang, Dehong Gao, Xiaoyan Cai, Junwei Han, Tianming Liu","doi":"10.1109/tmi.2026.3665561","DOIUrl":"https://doi.org/10.1109/tmi.2026.3665561","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"22 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146208853","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
Harmonizing Generalization and Specialization: Uncertainty-Informed Collaborative Learning for Semi-supervised Medical Image Segmentation 协调泛化与专门化：半监督医学图像分割的不确定性信息协同学习
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-16 DOI: 10.1109/tmi.2026.3664940
Wenjing Lu, Yi Hong, Yang Yang
{"title":"Harmonizing Generalization and Specialization: Uncertainty-Informed Collaborative Learning for Semi-supervised Medical Image Segmentation","authors":"Wenjing Lu, Yi Hong, Yang Yang","doi":"10.1109/tmi.2026.3664940","DOIUrl":"https://doi.org/10.1109/tmi.2026.3664940","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"122 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146204945","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
SynLiTS: Phase Prompting-Driven Diffusion Synthesis and Context-Aware Fusion for Unaligned Liver Tumor Segmentation SynLiTS：相位提示驱动的扩散合成和上下文感知融合用于非对齐肝肿瘤分割
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-12 DOI: 10.1109/tmi.2026.3663583
Shiyun Chen, Li Lin, Zhicheng Jin, Pujin Cheng, Jianjian Chen, Haidong Zhu, Kenneth K. Y. Wong, Xiaoying Tang
{"title":"SynLiTS: Phase Prompting-Driven Diffusion Synthesis and Context-Aware Fusion for Unaligned Liver Tumor Segmentation","authors":"Shiyun Chen, Li Lin, Zhicheng Jin, Pujin Cheng, Jianjian Chen, Haidong Zhu, Kenneth K. Y. Wong, Xiaoying Tang","doi":"10.1109/tmi.2026.3663583","DOIUrl":"https://doi.org/10.1109/tmi.2026.3663583","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"69 1","pages":"1-1"},"PeriodicalIF":10.6,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146169755","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
PGVMS: A Prompt-Guided Unified Framework for Virtual Multiplex IHC Staining with Pathological Semantic Learning PGVMS：病理语义学习虚拟多重免疫组化染色的快速指导统一框架
IF 10.6 1区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
IEEE Transactions on Medical Imaging
Pub Date : 2026-02-11 DOI: 10.1109/tmi.2026.3663755
Fuqiang Chen, Ranran Zhang, Wanming Hu, Deboch Eyob Abera, Yue Peng, Boyun Zheng, Yiwen Sun, Jing Cai, Wenjian Qin
{"title":"PGVMS: A Prompt-Guided Unified Framework for Virtual Multiplex IHC Staining with Pathological Semantic Learning","authors":"Fuqiang Chen, Ranran Zhang, Wanming Hu, Deboch Eyob Abera, Yue Peng, Boyun Zheng, Yiwen Sun, Jing Cai, Wenjian Qin","doi":"10.1109/tmi.2026.3663755","DOIUrl":"https://doi.org/10.1109/tmi.2026.3663755","url":null,"abstract":"","PeriodicalId":13418,"journal":{"name":"IEEE Transactions on Medical Imaging","volume":"133 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146160399","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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