首页> The American journal of pathology> Weakly Supervised Framework for Cancer Region Detection of Hepatocellular Carcinoma in Whole-Slide Pathologic Images Based on Multiscale Attention Convolutional Neural Network.

Weakly Supervised Framework for Cancer Region Detection of Hepatocellular Carcinoma in Whole-Slide Pathologic Images Based on Multiscale Attention Convolutional Neural Network.

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第一作者： Songhui,Diao

第一单位： Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China; Shenzhen College of Advanced Technology, University of Chinese Academy of Science, Shenzhen, China.

作者： Songhui,Diao ^[1] ; Yinli,Tian ^[2] ; Wanming,Hu ^[3] ; Jiaxin,Hou ^[1] ; Ricardo,Lambo ^[4] ; Zhicheng,Zhang ^[5] ; Yaoqin,Xie ^[1] ; Xiu,Nie ^[6] ; Fa,Zhang ^[7] ; Daniel,Racoceanu ^[8] ; Wenjian,Qin ^[9]

作者单位： Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China; Shenzhen College of Advanced Technology, University of Chinese Academy of Science, Shenzhen, China. ^[1] Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China; School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China. ^[2] Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China. ^[3] Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China. ^[4] Department of Radiation Oncology, Stanford University, Stanford, California. ^[5] Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China. ^[6] Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China. ^[7] Sorbonne Université, Paris Brain Institute-Institut du Cerveau-ICM, Institut National de Santé et en Recherche Médicale, Centre National de Recherche Scientifique, Assistance Publique Hôpitaux de Paris, Hôpital de la Pitié-Salpêtrière, Paris, France. ^[8] Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China; Shenzhen College of Advanced Technology, University of Chinese Academy of Science, Shenzhen, China. Electronic address: wj.qin@siat.ac.cn. ^[9]

医学主题词注意力(Attention);癌, 肝细胞(Carcinoma, Hepatocellular);人类(Humans);肝肿瘤(Liver Neoplasms)

DOI 10.1016/j.ajpath.2021.11.009

PMID 34896390

发布时间 2022-04-29

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