A two-step approach for mining patient treatment pathways in administrative healthcare databases.
Ahmed NajjarDaniel ReinharzCatherine GirouardChristian GagnéPublished in: Artif. Intell. Medicine (2018)
Keyphrases
- databases
- medical care
- information systems
- electronic medical record
- medical treatment
- real patient data
- medical practitioners
- chronic disease
- knowledge discovery
- healthcare providers
- patient outcomes
- electronic health records
- database
- clinical trials
- therapy planning
- biological pathways
- medical data
- patient data
- drug resistance
- clinical data
- home care
- medical records
- primary care
- medical staff
- patient care
- clinical studies
- clinical information
- data mining
- treatment planning
- health care
- clinical decision making
- patient monitoring
- text mining
- healthcare delivery
- radiation therapy
- frequent patterns
- medical doctors
- liver disease
- cancer patients
- medical information
- ct images
- data warehouse
- hospital discharge
- acute myocardial infarction