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

Affiliations

• ¹ Department of Liver Surgery & Liver Transplantation, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, China.
• ² School of Computer Science, Northwestern Polytechnical University, Xi'an, China.
• ³ Department of Radiology, West China Hospital, Sichuan University, Chengdu, China.
• ⁴ Laboratory of Pathology, Department of Pathology, West China Hospital, Sichuan University, Chengdu, China.
• ⁵ Key Laboratory of Big Data Storage and Management, Northwestern Polytechnical University, Ministry of Industry and Information Technology, Xi'an, China.
• ⁶ School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, China.
• ⁷ Shenzhen Luohu People's Hospital, The Third Affiliated Hospital of Shenzhen University, Shenzhen, China.