Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care.
Jiyoun SongSe Hee MinSena ChaeKathryn H BowlesMargaret V McDonaldMollie HobensackYolanda BarrónSridevi SridharanAnahita DavoudiSungho OhLauren EvansMaxim TopazPublished in: Journal of the American Medical Informatics Association : JAMIA (2023)
Incorporating temporal patterns in documented risk factors and their clusters into early warning systems may activate interventions to prevent hospitalizations or ED visits in HHC.