A generative vision-language model for holistic pathological assessment using preoperative imaging in hepatocellular carcinoma
Year: 2025
Type: article
Language: en
Topic: AI in cancer detection
Authors and affiliations:
raw_author_name: Liyang Wang
raw_affiliation_strings: School of Biomedical Engineering, Tsinghua University, Beijing, China; Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China
raw_author_name: Fa Tian
raw_affiliation_strings: College of Information Engineering, Sichuan Agricultural University, Sichuan Province, China
raw_author_name: Fan Li
raw_affiliation_strings: Department of Radiology, The Third Hospital of Mianyang, Sichuan Mental Health Center, Sichuan Province, China
raw_author_name: Min Wu
raw_affiliation_strings: Department of Radiology, The People's Hospital of Yubei District of Chongqing City, Yubei District, Chongqing, China
raw_author_name: Lingxuan Hou
raw_affiliation_strings: Optical Bioimaging Laboratory, Department of Biomedical Engineering, National University of Singapore, 15 Kent Ridge Crescent, Singapore, 119276, Singapore
raw_author_name: Jitao Wang
raw_affiliation_strings: Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China
raw_author_name: Jing Zhao
raw_affiliation_strings: Department of Radiology, Chifeng Municipal Hospital, Inner Mongolia Autonomous Region, China
raw_author_name: Xiaobin Feng
raw_affiliation_strings: Department of Interventional Medicine Center, The Second People's Hospital of YiBin, 96# Beida Street, Sichuan Province, China
Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China; School of Clinical Medicine, Tsinghua University, Beijing, China
raw_author_name: Chengquan Li
raw_affiliation_strings: Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China; School of Clinical Medicine, Tsinghua University, Beijing, China
raw_author_name: Xiaojuan Wang
raw_affiliation_strings: Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China; School of Clinical Medicine, Tsinghua University, Beijing, China
raw_author_name: Haoming Xia
raw_affiliation_strings: Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China; School of Clinical Medicine, Tsinghua University, Beijing, China
raw_author_name: Kaixin Du
raw_affiliation_strings: Oncology Center, Xiamen Hong'ai Hospital, Fujian Province, China
raw_author_name: Xuehong Liao
raw_affiliation_strings: Department of Pathology, Sapporo Medical University, Sapporo, Hokkaido, Japan
raw_author_name: Mingli Jin
raw_affiliation_strings: Department of Radiology, The Affiliated Hospital of Southwest Medical University, Sichuan Province, China
raw_author_name: Xiaoli Hu
raw_affiliation_strings: Department of Radiology, The Third Affiliated Hospital of Chongqing Medical University, No. 1, Shuanghu Branch Road, Huixing Street, Yubei District, Chongqing, China
raw_author_name: Ruishan Liu
raw_affiliation_strings: Department of Radiology, The Third Hospital of Mianyang, Sichuan Mental Health Center, Sichuan Province, China
raw_author_name: Xu Feng
raw_affiliation_strings: Department of Interventional Medicine Center, The Second People's Hospital of YiBin, 96# Beida Street, Sichuan Province, China
Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China; School of Clinical Medicine, Tsinghua University, Beijing, China
raw_author_name: Jinming Cao
raw_affiliation_strings: Department of Radiology, Beijing Anzhen Nanchong Hospital, Capital Medical University & Nanchong Central Hospital, Sichuan Province, China
raw_author_name: Zhichao Hu
raw_affiliation_strings: Department of Information Systems and Operation Management, Nanyang Technological University, Singapore, 639798, Singapore
raw_author_name: Jiabin Cai
raw_affiliation_strings: Department of Liver Surgery, Zhongshan Hospital (Xiamen Branch), Fudan University, Fujian Province, China; Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China; Key Laboratory of Carcinogenesis and Cancer Invasion, Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Shanghai, China. Electronic address: cai.jiabin@zs-hospital.sh.cn
raw_author_name: Shizhong Yang
raw_affiliation_strings: Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China. Electronic address: ysza02008@btch.edu.cn
raw_author_name: Jiahong Dong
raw_affiliation_strings: School of Biomedical Engineering, Tsinghua University, Beijing, China; Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Institute for Precision Medicine, Key Laboratory of Digital Intelligence Hepatology (Ministry of Education), Tsinghua University, Beijing, China; Research Unit of Precision Hepatobiliary Surgery Paradigm, Chinese Academy of Medical Sciences, Beijing, China; School of Clinical Medicine, Tsinghua University, Beijing, China. Electronic address: dongjiahong@mail.tsinghua.edu.cn