Automatic Extraction of Risk Factors for Dialysis Patients from Clinical Notes Using Natural Language Processing Techniques.
George MichalopoulosHammad QaziAlexander WongZahid A. ButtHelen H. ChenPublished in: MIE (2020)
Keyphrases
- automatic extraction
- risk factors
- high risk
- blood pressure
- intensive care unit
- cardiovascular disease
- diabetes mellitus
- medical practitioners
- patient groups
- risk assessment
- risk management
- statistical methods
- medical data
- prognostic models
- disease progression
- clinical data
- neurodegenerative diseases
- decision making
- statistical analysis
- decision support system
- least squares
- information extraction
- medical practice
- management system
- association rules
- expert systems
- knowledge base