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AI applications in genomics and pathology informatics, including generative AI (45) Clinical Information and Decision Making (3824) Decision Support for Health Professionals (2296) Machine Learning (3287) Artificial Intelligence (4912) Bioinformatics, genomics, tools and databases (82)

Published on in Vol 3, No 1 (2022): Jan-Dec

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38226, first published .
Nurse checking patient's pulse in hospital room

The Application of Machine Learning in Predicting Mortality Risk in Patients With Severe Femoral Neck Fractures: Prediction Model Development Study

The Application of Machine Learning in Predicting Mortality Risk in Patients With Severe Femoral Neck Fractures: Prediction Model Development Study

Authors of this article:

Lingxiao Xu1 Author Orcid Image ;   Jun Liu1 Author Orcid Image ;   Chunxia Han1 Author Orcid Image ;   Zisheng Ai1 Author Orcid Image
Article Authors Cited by (5) Tweetations (2) Metrics

Journals

  1. Weng S, Lin D, Zeng J, Liu J, Zheng K, Chen P, Lin C, Lin F. Optimal sliding distance in femoral neck system for displaced femoral neck fractures: a retrospective cohort study. Journal of Orthopaedic Surgery and Research 2024;19(1) View
  2. Huang Y, Lin D, Chen B, Jiang X, Shangguan S, Lin F. A machine learning model for predicting postoperative complication risk in young and middle-aged patients with femoral neck fractures. Frontiers in Surgery 2025;12 View
  3. Ko W, Chen C, Chang Y, Wu C, Yang H, Chang J. CCN2/CTGF-Driven Myocardial Fibrosis and NT-proBNP Synergy as Predictors of Mortality in Maintenance Hemodialysis. International Journal of Molecular Sciences 2025;26(23):11350 View
  4. Kaneoka T, Kawazoe T, Yamazaki K, Shiraishi G. Development and Statistical Validation of a Machine Learning Model for Predicting Functional Outcomes at Discharge after Bipolar Hip Arthroplasty. Progress in Rehabilitation Medicine 2025;10(0):n/a View
  5. Wasim A, Abud A, Wasim M, Sheather H, Kato N, An L, Danilenkova V, Wasim L, Kim B, Tariq Y, Patel A, Alzoubi T, McCready-Branch B, Iftikhar L, Fan A, Nagi A, Merawi A, Abouanaser S, Alam B, Khan S, Mavi J, Trikha P, Berger S, Butt Z. AI for predicting ICU mortality in trauma patients: A scoping review. Intelligent Hospital 2026:100118 View