Douglas A. Wiegmann

Development and usability testing of a machine learning clinical decision support tool for suggesting etiologies and treatment of clinical deterioration.

BACKGROUND Early warning score clinical decision support (CDS) systems identify patients at risk of clinical deterioration, but do not provide insights on the underlying cause. Machine learning (ML) models may address this limitation, but how to convey such outputs to clinicians remains unclear. This study elicited cli...