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

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 simplify the Pediatr...

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Detalles Bibliográficos
Autores principales: Baloglu, Orkun, Nagy, Matthew, Ezetendu, Chidiebere, Latifi, Samir Q., Nazha, Aziz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Predictive Modeling Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528230/
https://www.ncbi.nlm.nih.gov/pubmed/34693292
http://dx.doi.org/10.1097/CCE.0000000000000561

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528230/
https://www.ncbi.nlm.nih.gov/pubmed/34693292
http://dx.doi.org/10.1097/CCE.0000000000000561

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