Artificial Intelligence and Machine Learning Predicting Transarterial Chemoembolization Outcomes: A Systematic Review.

Journal: Digestive diseases and sciences
PMID:

Abstract

BACKGROUND: Major society guidelines recommend transarterial chemoembolization (TACE) as the standard of care for intermediate-stage hepatocellular carcinoma (HCC) patients. However, predicting treatment response remains challenging.

Authors

  • Elina En Li Cho
    Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
  • Michelle Law
    Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
  • Zhenning Yu
    Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, United States of America.
  • Jie Ning Yong
    Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
  • Claire Shiying Tan
    Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.
  • En Ying Tan
    Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.
  • Hirokazu Takahashi
    Department of Internal MedicineSaga Medical SchoolSaga UniversitySagaJapan.
  • Pojsakorn Danpanichkul
    Immunology Unit, Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
  • Benjamin Nah
    Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
  • Gwyneth Shook Ting Soon
    Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
  • Cheng Han Ng
    Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.
  • Darren Jun Hao Tan
    Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.
  • Yuya Seko
    Department of Gastroenterology and HepatologyKyoto Prefectural University of MedicineKyotoJapan.
  • Toru Nakamura
  • Asahiro Morishita
    Department of Gastroenterology and Neurology, Kagawa University School of Medicine, Kagawa, Japan.
  • Sakkarin Chirapongsathorn
    Division of Gastroenterology and Hepatology, Department of Medicine, Phramongkutklao Hospital and College of Medicine, Bangkok, Thailand.
  • Rahul Kumar
  • Alfred Wei Chieh Kow
    Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
  • Daniel Q Huang
    Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.
  • Mei Chin Lim
    Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
  • Jia Hao Law
    Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, National University Hospital Singapore, Singapore, Singapore. law.jiahao@gmail.com.