A Machine Learning Classifier Improves Mortality Prediction Compared With Pediatric Logistic Organ Dysfunction-2 Score: Model Development and Validation

OBJECTIVES: To determine whether machine learning algorithms can better predict PICU mortality than the Pediatric Logistic Organ Dysfunction-2 score. DESIGN: Retrospective study. SETTING: Quaternary care medical-surgical PICU. PATIENTS: All patients admitted to the PICU from 2013 to 2019. INTERVENTI...

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Detalles Bibliográficos
Autores principales: Prince, Remi D., Akhondi-Asl, Alireza, Mehta, Nilesh M., Geva, Alon
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/PMC8133049/
https://www.ncbi.nlm.nih.gov/pubmed/34036277
http://dx.doi.org/10.1097/CCE.0000000000000426

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8133049/
https://www.ncbi.nlm.nih.gov/pubmed/34036277
http://dx.doi.org/10.1097/CCE.0000000000000426

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