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Development and Validation of Two Prediction Models for 72-Hour Mortality in High-Risk Trauma Patients Using a Benchmark Dataset: A Comparative Study of Logistic Regression and Neural Networks Models
Background Many studies have been conducted to develop scoring systems for trauma patients, with the majority using logistic regression (LR) models. Neural networks (NN), which is a machine learning algorithm, has a potential to increase the performance of these models. Objectives The aim of this st...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Cureus
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10362405/ https://www.ncbi.nlm.nih.gov/pubmed/37485178 http://dx.doi.org/10.7759/cureus.40773 |