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

被引：65

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

页数：8

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