Using machine learning models to predict oxygen saturation following ventilator support adjustment in critically ill children: A single center pilot study.

Using machine learning models to predict oxygen saturation following ventilator support adjustment in critically ill children: A single center pilot study.

<h4>Background</h4>In an intensive care units, experts in mechanical ventilation are not continuously at patient's bedside to adjust ventilation settings and to analyze the impact of these adjustments on gas exchange. The development of clinical decision support systems analyzing pa...

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Bibliographic Details
Main Authors: Sam Ghazal, Michael Sauthier, David Brossier, Wassim Bouachir, Philippe A Jouvet, Rita Noumeir
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0198921

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https://doi.org/10.1371/journal.pone.0198921

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