Predicting 1-Year Mortality after Hip Fracture Surgery: An Evaluation of Multiple Machine Learning Approaches

Postoperative death within 1 year following hip fracture surgery is reported to be up to 27%. In the current study, we benchmarked the predictive precision and accuracy of the algorithms support vector machine (SVM), naïve Bayes classifier (NB), and random forest classifier (RF) against logistic reg...

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Detalles Bibliográficos
Autores principales: Forssten, Maximilian Peter, Bass, Gary Alan, Ismail, Ahmad Mohammad, Mohseni, Shahin, Cao, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401745/
https://www.ncbi.nlm.nih.gov/pubmed/34442370
http://dx.doi.org/10.3390/jpm11080727

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401745/
https://www.ncbi.nlm.nih.gov/pubmed/34442370
http://dx.doi.org/10.3390/jpm11080727

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