title: Using machine learning to predict asthma exacerbations.
abstract: 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.
authors.affiliation: Chronic Disease Informatics Group, University of Maryland School of Medicine, MD, USA.
authors.forename: Joseph
authors.initials: J
authors.lastname: Finkelstein
authors.forename: Aryya
authors.initials: A
authors.lastname: Gangopadhyay
mesh_terms: 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