Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration

Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration

OBJECTIVES:. Hospital early warning systems that use machine learning (ML) to predict clinical deterioration are increasingly being used to aid clinical decision-making. However, it is not known how ML predictions complement physician and nurse judgment. Our objective was to train and validate a ML...

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Bibliographic Details
Main Authors: Amol A. Verma, MD, Chloe Pou-Prom, MSc, Liam G. McCoy, MD, Joshua Murray, MSc, Bret Nestor, MEng, Shirley Bell, RN, Ophyr Mourad, MD, Michael Fralick, MD, Jan Friedrich, MD, Marzyeh Ghassemi, PhD, Muhammad Mamdani, PharmD
Format: Article
Language:English
Published: Wolters Kluwer 2023-05-01
Series:Critical Care Explorations
Online Access:http://journals.lww.com/10.1097/CCE.0000000000000897

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http://journals.lww.com/10.1097/CCE.0000000000000897

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