首页> Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society> Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network.

Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network.

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第一作者： Mengyun,Qiao

第一单位： Department of Electronic Engineering, Fudan University, Shanghai, 200433, China; Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention (MICCAI) of Shanghai, Shanghai, 200232, China.

作者： Mengyun,Qiao ^[1] ; Shiteng,Suo ^[2] ; Fang,Cheng ^[2] ; Jia,Hua ^[2] ; Dan,Xue ^[3] ; Yi,Guo ^[4] ; Jianrong,Xu ^[5] ; Yuanyuan,Wang ^[6]

作者单位： Department of Electronic Engineering, Fudan University, Shanghai, 200433, China; Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention (MICCAI) of Shanghai, Shanghai, 200232, China. ^[1] Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China. ^[2] Shanghai Cognate Artificial Intelligence Co., Ltd, China. ^[3] Department of Electronic Engineering, Fudan University, Shanghai, 200433, China; Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention (MICCAI) of Shanghai, Shanghai, 200232, China. Electronic address: guoyi@fudan.edu.cn. ^[4] Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China. Electronic address: xujianrong_renji@163.com. ^[5] Department of Electronic Engineering, Fudan University, Shanghai, 200433, China; Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention (MICCAI) of Shanghai, Shanghai, 200232, China. Electronic address: yywang@fudan.edu.cn. ^[6]

关键词 Breast multilabel segmentation Dynamic contrast-enhanced magnetic resonance imaging Joint-phase learning Self-attention

医学主题词注意力(Attention);乳房(Breast);乳腺肿瘤(Breast Neoplasms);女(雌)性(Female);人类(Humans);学习(Learning);磁共振成像(Magnetic Resonance Imaging)

DOI 10.1016/j.compmedimag.2021.101909

PMID 33845432

发布时间 2021-10-25

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