Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data

Background:. Acute respiratory failure occurs frequently in hospitalized patients and often begins outside the ICU, associated with increased length of stay, cost, and mortality. Delays in decompensation recognition are associated with worse outcomes. Objectives:. The objective of this study is to p...

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Main Authors: An-Kwok I. Wong, MD, PhD, Rishikesan Kamaleswaran, PhD, Azade Tabaie, MS, Matthew A. Reyna, PhD, Christopher Josef, MD, Chad Robichaux, MS, Anne A. H. de Hond, MSc, Ewout W. Steyerberg, PhD, Andre L. Holder, MD, MSc, Shamim Nemati, PhD, Timothy G. Buchman, MD, PhD, James M. Blum, MD
Format: Article
Language:English
Published: Wolters Kluwer 2021-05-01
Series:Critical Care Explorations
Online Access:http://journals.lww.com/10.1097/CCE.0000000000000402