Mortality prediction in patients with isolated moderate and severe traumatic brain injury using machine learning models.

Journal: PloS one
Published Date: Jan 1, 2018

Abstract

BACKGROUND: The purpose of this study was to build a model of machine learning (ML) for the prediction of mortality in patients with isolated moderate and severe traumatic brain injury (TBI).

Authors

  • Cheng-Shyuan Rau
    Department of Neurosurgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taiwan.
  • Pao-Jen Kuo
    Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taiwan.
  • Peng-Chen Chien
    Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taiwan.
  • Chun-Ying Huang
    Department of Trauma Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taiwan.
  • Hsiao-Yun Hsieh
    Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taiwan.
  • Ching-Hua Hsieh
    Department of Plastic Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taiwan.

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