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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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Bibliografske podrobnosti
izdano v:Crit Care Explor
Main Authors: Prince, Remi D., Akhondi-Asl, Alireza, Mehta, Nilesh M., Geva, Alon
Format: Artigo
Jezik:Inglês
Izdano: Lippincott Williams & Wilkins 2021
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC8133049/
https://ncbi.nlm.nih.gov/pubmed/34036277
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/CCE.0000000000000426
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