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: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- health care
- risk factors
- emergency department
- disease outbreaks
- home care
- high risk
- risk assessment
- information systems
- diabetes mellitus
- risk management
- cardiovascular disease
- statistical methods
- health data
- intensive care
- medical records
- electronic health records
- patient care
- clinical data
- databases
- public health
- moving objects
- decision making