Construction of an artificially intelligent model for accurate detection of HCC by integrating clinical, radiological, and peripheral immunological features.

Abstract

Authors

• Yangyang Wang
• Shengqiang Chi
  Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou Zhejiang Province, China.
• Yu Tian
  Key Laboratory of Development and Maternal and Child Diseases of Sichuan Province, Department of Pediatrics, Sichuan University, Chengdu, China.
• Xueyao Li
  Research Center for Data Hub and Security, Zhejiang Lab, Hangzhou, China.
• Hang Zhang
  Department of Cardiology, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
• Yiting Xu
  Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
• Chao Huang
  University of North Carolina, Chapel Hill, NC, USA.
• Yiwei Gao
• Gaowei Jin
  Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
• Qihan Fu
  The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
• Wanyue Cao
  Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
• Cao Chen
  Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
• Haonan Ding
  Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
• Yuquan Zhang
  Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
• Yupeng Hong
  Department of Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China.
• Junjian Li
  Hunan Provincial Key Lab on Bioinformatics, School of Computer Science and Engineering, Central South University, Changsha 410083, China.
• Xu Sun
  MOE Key Laboratory of Computational Linguistics, School of EECS, Peking University, Beijing, China; Center for Data Science, Peking University, Beijing, China. Electronic address: xusun@pku.edu.cn.
• Enliang Li
  Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China.
• Yuhua Zhang
  Department of Hepatobiliary and Pancreatic Surgery, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer, Chinese Academy of Sciences, Hangzhou, China.
• Weiyun Yao
  Department of Surgery, Changxing People's Hospital, Huzhou, China.
• Runtian Liu
  Department of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, China.
• Yongfei Hua
  Department of General Surgery, Ningbo Medical Center Lihuili Eastern Hospital, Ningbo, China.
• Haifeng Huang
  Department of Physical Education, South China Agricultural University, Guangzhou, China.
• Minghui Xu
  Department of General Surgery, Haining People's Hospital, Haining, China.
• Bo Zhang
  Department of Clinical Pharmacology, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310006, PR China.
• Weifeng Tao
  Department of General Surgery, Shangyu People's Hospital of Shaoxing, Shangyu, China.
• Tianxing Yang
  Department of Medical Oncology, Sanmen People's Hospital, Taizhou, China.
• Yuming Gao
  Department of General Surgery, Jixi County People's Hospital, Jixi, China.
• Xiaoguang Wang
  Department of General Surgery, Jiaxing Second People's Hospital, Jiaxing, China.
• Cheng Lin
  State Key Laboratory of Chemical Resource Engineering, Department of Pharmaceutical Engineering, Beijing University of Chemical Technology, P.O. Box 53, 15 BeiSanHuan East Road, Beijing 100029, People's Republic of China.
• Jingsong Li
  Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China.
• Qi Zhang
  Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, China.
• Tingbo Liang
  Department of Hepatobiliary and Pancreatic Surgery of the First Affiliated Hospital, State Key Laboratory of Modern Optical Instrumentation, Zhejiang University School of Medicine, Hangzhou 310003, China.

Keywords

External Resources