Machine Learning in the Prediction of Trauma Outcomes: A Systematic Review
Author:
Publisher
Elsevier BV
Subject
Emergency Medicine
Reference100 articles.
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2. Machine learning combining CT findings and clinical parameters improves prediction of length of stay and ICU admission in torso trauma;Staziaki;Eur Radiol,2021
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2. Prediction of mortality among severely injured trauma patients A comparison between TRISS and machine learning-based predictive models;Injury;2024-08
3. Development and validation of early prediction models for new-onset functional impairment of patients with trauma at hospital discharge;Journal of Trauma and Acute Care Surgery;2024-07-30
4. Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models;Journal of the American Medical Informatics Association;2024-04-08
5. Machine learning in the prediction of massive transfusion in trauma: a retrospective analysis as a proof-of-concept;European Journal of Trauma and Emergency Surgery;2024-01-24
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