Incorporating Laboratory Values Into a Machine Learning Model Improves In-Hospital Mortality Predictions After Rapid Response Team Call

OBJECTIVES: Machine learning models have been used to predict mortality among patients requiring rapid response team activation. The goal of our study was to assess the impact of adding laboratory values into the model. DESIGN: A gradient boosted decision tree model was derived and internally valida...

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Detalles Bibliográficos
Publicado en:Crit Care Explor
Main Authors: Reardon, Peter M., Parimbelli, Enea, Wilk, Szymon, Michalowski, Wojtek, Murphy, Kyle, Shen, Jennifer, Herritt, Brent, Gershkovich, Benjamin, Tanuseputro, Peter, Kyeremanteng, Kwadwo
Formato: Artigo
Idioma:Inglês
Publicado: Wolters Kluwer Health 2019
Assuntos:
Original Clinical Report
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7063912/
https://ncbi.nlm.nih.gov/pubmed/32166265
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/CCE.0000000000000023
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