Development of a Machine Learning Model for Survival Risk Stratification of Patients With Advanced Oral Cancer.

Journal: JAMA network open
Published Date: Aug 3, 2020

Abstract

IMPORTANCE: A tool for precisely stratifying postoperative patients with advanced oral cancer is crucial for the treatment plan, such as intensifying or deintensifying the regimen to improve their quality of life and prognosis.

Authors

  • Yi-Ju Tseng
    Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, Taiwan.
  • Hsin-Yao Wang
    Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, Taiwan.
  • Ting-Wei Lin
    Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, Taiwan.
  • Jang-Jih Lu
    Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, Taiwan.
  • Chia-Hsun Hsieh
    School of Medicine, Chang Gung University, Taoyuan City, Taiwan.
  • Chun-Ta Liao
    Department of Otorhinolaryngology, Head and Neck Surgery, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.

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