Deep learning-based classification and mutation prediction from histopathological images of hepatocellular carcinoma

被引：58
作者：
Liao, Haotian [1 ,2 ,3 ]
Long, Yuxi [4 ]
Han, Ruijiang [4 ]
Wang, Wei [4 ]
Xu, Lin [1 ,2 ,3 ]
Liao, Mingheng [1 ,2 ,3 ]
Zhang, Zhen [6 ]
Wu, Zhenru [7 ]
Shang, Xuequn [4 ,5 ]
Li, Xuefeng [8 ,9 ]
Peng, Jiajie [4 ,5 ]
Yuan, Kefei [1 ,2 ,3 ]
Zeng, Yong [1 ,2 ,3 ]
机构：
[1] Sichuan Univ, West China Hosp, State Key Lab Biotherapy, Dept Liver Surg & Liver Transplantat, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Canc Ctr, Chengdu, Peoples R China
[3] Collaborat Innovat Ctr Biotherapy, Chengdu, Peoples R China
[4] Northwestern Polytech Univ, Sch Comp Sci, Xian, Peoples R China
[5] Northwestern Polytech Univ, Key Lab Big Data Storage & Management, Minist Ind & Informat Technol, Xian, Peoples R China
[6] Sichuan Univ, West China Hosp, Dept Radiol, Chengdu, Peoples R China
[7] Sichuan Univ, West China Hosp, Lab Pathol, Dept Pathol, Chengdu, Peoples R China
[8] Guangzhou Med Univ, Sch Basic Med Sci, Guangzhou, Peoples R China
[9] Shenzhen Univ, Affiliated Hosp 3, Shenzhen Luohu Peoples Hosp, Shenzhen, Peoples R China
来源：
CLINICAL AND TRANSLATIONAL MEDICINE | 2020年 / 10卷 / 02期
关键词：
artificial Intelligence; convolutional neural network; hepatocellular carcinoma; pathology; SOMATIC MUTATIONS;
D O I：
10.1002/ctm2.102
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
引用
收藏
页数：8
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