A framework for understanding label leakage in machine learning for health care.
Sharon E. DavisMichael E. MathenySuresh BaluMark P. SendakPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- health care
- machine learning
- information systems
- health data
- primary care
- data mining
- active learning
- electronic health records
- health insurance
- hospital information systems
- knowledge acquisition
- information extraction
- natural language processing
- personal health
- temporal trends
- health care providers
- heart failure
- decision trees
- patient care
- health information
- intensive care
- support vector machine
- health services
- medical practice
- medical information
- databases
- statistical methods
- hospital discharge
- text mining