All-Cause Mortality Risk in Elderly Patients with Femoral Neck and Intertrochanteric Fractures: A Predictive Model Based on Machine Learning.

Journal: Clinical interventions in aging
PMID: 40357343

Abstract

INTRODUCTION: The aim of this study was to identify the influencing factors for all-cause mortality in elderly patients with intertrochanteric and femoral neck fractures and to construct predictive models.

Authors

  • Aoying Min
    Department of Geriatric Orthopedics, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People's Republic of China.
  • Yan Liu
    Department of Clinical Microbiology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, 200072, People's Republic of China.
  • Mingming Fu
    Key Laboratory of Speech Acoustics and Content Understanding, Institute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, China.
  • Zhiyong Hou
    Department of Orthopedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, 050051, PR China; NHC Key Laboratory of Intelligent Orthopedic Equipment (Hebei Medical University Third Hospital), PR China. Electronic address: drzyhou@hebmu.edu.cn.
  • Zhiqian Wang
    Department of Geriatric Orthopedics, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, PR China. Electronic address: 37800709@hebmu.edu.cn.

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