Using machine learning to predict asthma exacerbations.
The objective of the current study was to explore the value of machine learning techniques for forecasting asthma exacerbations based on data obtained home asthma telemonitoring systems.
Finkelstein
Joseph
J
Chronic Disease Informatics Group, University of Maryland School of Medicine, MD, USA.
Gangopadhyay
Aryya
A
D000465:Algorithms; D001185:Artificial Intelligence; D001249:Asthma / Q000175:diagnosis*; D003658:Decision Making, Computer-Assisted; D006699:Home Care Services; D006801:Humans; D008991:Monitoring, Physiologic / Q000379:methods; D012648:Self Care; D017216:Telemedicine