Simplified Pediatric Index of Mortality 3 Score by Explainable Machine Learning Algorithm

OBJECTIVES:. Pediatric Index of Mortality 3 is a validated tool including 11 variables for the assessment of mortality risk in PICU patients. With the recent advances in explainable machine learning algorithms, we aimed to assess feasibility of application of these machine learning models to simplif...

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Autores principales: Orkun Baloglu, MD, Matthew Nagy, MPH, Chidiebere Ezetendu, MD, Samir Q. Latifi, MBBS, Aziz Nazha, MD
Formato: article
Lenguaje:EN
Publicado: Wolters Kluwer 2021
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Acceso en línea:https://doaj.org/article/9da1d1462eb94f98b724c68943283832
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