A deep learning model with incorporation of microvascular invasion area as a factor in predicting prognosis of hepatocellular carcinoma after R0 hepatectomy.

Journal: Hepatology international
PMID:

Abstract

INTRODUCTION: Microvascular invasion (MVI) is a known risk factor for prognosis after R0 liver resection for hepatocellular carcinoma (HCC). The aim of this study was to develop a deep learning prognostic prediction model by incorporating a new factor of MVI area to the other independent risk factors.

Authors

  • Kang Wang
    Department of Orthopedics, Third Hospital of Changsha, Changsha 410015.
  • Yanjun Xiang
    Department of Hepatic Surgery VI, Eastern Hepatobiliary Surgery Hospital, Shanghai, China.
  • Jiangpeng Yan
    Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China.
  • Yuyao Zhu
    Department of Pathology, Eastern Hepatobiliary Surgery Hospital, Shanghai, China.
  • Hanbo Chen
    Allen Institute for Brain Science, Seattle, WA, USA. cojoc.chen@gmail.com.
  • Hongming Yu
    Department of Radiology, the Affiliated Nanjing Drum Tower Hospital of Nanjing University Medical School, Nanjing 210008, China.
  • Yuqiang Cheng
    Department of Hepatic Surgery VI, Eastern Hepatobiliary Surgery Hospital, Shanghai, China.
  • Xiu Li
    Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China.
  • Wei Dong
    Department of Cardiology, Chinese PLA General Hospital, Beijing, China.
  • Yan Ji
    Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao, China.
  • Jingjing Li
    Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, 430074, China.
  • Dong Xie
    Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China.
  • Wan Yee Lau
    Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China. josephlau@cuhk.edu.hk.
  • Jianhua Yao
  • Shuqun Cheng
    Department of Hepatic Surgery VI, Eastern Hepatobiliary Surgery Hospital, Shanghai, China. chengshuqun@aliyun.com.