Stable clinical risk prediction against distribution shift in electronic health records.
Seungyeon LeeChangchang YinPing ZhangPublished in: Patterns (2023)
Keyphrases
- electronic health records
- clinical data
- clinical trials
- medical records
- health information systems
- medical data
- health informatics
- healthcare providers
- patient care
- patient data
- health data
- health records
- decision support system
- health care
- health information technology
- electronic medical record
- clinical practice
- database
- raw data
- case based reasoning
- knowledge discovery
- decision making
- domain experts
- statistical analysis
- empirical studies
- domain specific
- clinical guidelines
- association rules
- data analysis
- information systems
- data sets