Towards a personalized health care using a divisive hierarchical clustering approach for comorbidity and the prediction of conditioned group risks.
Jose Ramón Navarro-CerdánManuel Sánchez-GomisPatricia PonsSantiago Gálvez-SettierFrancisco ValverdeAna Ferrer-AlberoInmaculada SauríAntonio FernándezJosep RedonPublished in: Health Informatics J. (2023)
Keyphrases
- hierarchical clustering
- health care
- clustering method
- information systems
- clustering algorithm
- management practices
- hierarchical clustering algorithm
- medical records
- data mining
- primary care
- partitional clustering
- health data
- health care providers
- single linkage
- intensive care
- medical students
- hierarchical clustering methods
- heart failure
- health services
- health care services
- health insurance
- chronic disease
- medical information
- k means
- electronic medical record
- agglomerative clustering
- patient care
- risk management
- hospital discharge
- decision making