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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...
Autores principales: | Baloglu, Orkun, Nagy, Matthew, Ezetendu, Chidiebere, Latifi, Samir Q., Nazha, Aziz |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2021
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Materias: | |
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 |
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