Comparison Between Cox Proportional Hazards and Machine Learning Models for the Prognostication of Recurrence and Survival Following Liver Resection for Hepatocellular Carcinoma.

Abstract

Authors

• Hwee-Leong Tan
  Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Center, Singapore, Singapore.
• Claudia Y T Liauw
  Department of Data Science, Singapore General Hospital, Singapore, Singapore.
• Tse-Lert Chua
  Department of Data Science, Singapore General Hospital, Singapore, Singapore.
• Amanda Y R Lam
  Department of Data Science, Singapore General Hospital, Singapore, Singapore.
• Cliburn Chan
  Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA.
• Ye-Xin Koh
  Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Center, Singapore, Singapore.
• Jin-Yao Teo
  Department of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Center, Singapore, Singapore.
• Peng-Chung Cheow
  Department of Hepatopancreatobiliary and Transplantation Surgery, Singapore General Hospital, Singapore.
• Alexander Y F Chung
  Department of Hepatopancreatobiliary and Transplantation Surgery, Singapore General Hospital, Singapore.
• Brian K P Goh
  Department of Hepatopancreatobiliary and Transplant Surgery Singapore General Hospital Singapore and Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore.

Keywords

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