Using Machine Learning on Home Health Care Assessments to Predict Fall Risk.
Yancy LoSelah F. LynchRyan J. UrbanowiczRandal S. OlsonAshley Z. RitterChristina R. WhitehouseMelissa O'ConnorSusan K. KeimMargaret V. McDonaldJason H. MooreKathryn H. BowlesPublished in: MedInfo (2019)
Keyphrases
- health care
- machine learning
- home care
- chronic disease
- information systems
- medical records
- primary care
- health data
- natural language processing
- knowledge acquisition
- intensive care
- data mining
- medical information
- risk assessment
- organizational learning
- health care providers
- risk management
- decision trees
- decision making
- risk factors
- patient care
- heart failure
- personal health
- health information
- statistical methods
- privacy preserving
- support vector machine
- data analysis
- health services
- temporal trends