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

Intertrochanteric fractures is an independent risk factor for all-cause mortality in elderly patients with hip fractures. By constructing a prognostic model based on machine learning, the risk factors of mortality in patients with intertrochanteric fractures and femoral neck fractures can be effectively identified, and personalized treatment strategies can be developed.

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Publication Details

Journal
Clinical Interventions in Aging
Published
2025-05-01
DOI
https://doi.org/10.2147/cia.s511935
Primary Topic
Hip and Femur Fractures
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Zhiqian Wang, Mingming Fu, Alice Min, Zhiyong Hou et al.
Clinical Interventions in Aging
Hip and Femur Fractures
article

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

Zhiqian Wang, Mingming Fu, Alice Min, Zhiyong Hou, Yan Liu
article en

Abstract

Intertrochanteric fractures is an independent risk factor for all-cause mortality in elderly patients with hip fractures. By constructing a prognostic model based on machine learning, the risk factors of mortality in patients with intertrochanteric fractures and femoral neck fractures can be effectively identified, and personalized treatment strategies can be developed.

Clinical Interventions in AgingVol. Volume 20
Hebei Medical University (CN), Third Hospital of Hebei Medical University (CN)
Good health and well-being
Openalex Percentile: Top 83%
Hip and Femur Fractures
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