Sam Ghazal
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View article: 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 Open
This single center pilot study using machine learning predictive model resulted in an algorithm with poor accuracy. The comparison of machine learning models showed that bagged complex trees was a promising approach. However, there is a ne…
View article: 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 Open
Clinicians’ experts in mechanical ventilation are not continuously at each patient’s bedside in an intensive care unit to adjust mechanical ventilation settings and to analyze the impact of ventilator settings adjustments on gas exchange. …