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

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. Interv...

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Bibliographic Details
Main Authors: Remi D. Prince, BS, Alireza Akhondi-Asl, PhD, Nilesh M. Mehta, MD, Alon Geva, MD, MPH
Format: Article
Language:English
Published: Wolters Kluwer 2021-05-01
Series:Critical Care Explorations
Online Access:http://journals.lww.com/10.1097/CCE.0000000000000426

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http://journals.lww.com/10.1097/CCE.0000000000000426

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