Managing COVID-19 With a Clinical Decision Support Tool in a Community Health Network: Algorithm Development and Validation.

Michael P McRae Isaac P Dapkins Iman Sharif Judd Anderman David Fenyo Odai Sinokrot Stella K Kang Nicolaos J Christodoulides Deniz Vurmaz Glennon W Simmons Timothy M Alcorn Marco J Daoura Stu Gisburne David Zar John T McDevitt

Published in: Journal of medical Internet research (2020)

Our results demonstrate the validity of the clinical decision support system and mobile app, which are now ready to assist health care providers in making evidence-based decisions when managing COVID-19 patient care. The deployment of these new capabilities has potential for immediate impact in community clinics and sites, where application of these tools could lead to improvements in patient outcomes and cost containment.

Keyphrases

clinical decision support
coronavirus disease
sars cov
healthcare
electronic health record
primary care
machine learning
mental health
respiratory syndrome coronavirus
deep learning
climate change
neural network
health information
network analysis
health insurance