A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients.
Lingjiao ZhangXiruo DingYanyuan MaNaveen MuthuImran AjmalJason H. MooreDaniel S. HermanJinbo ChenPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- electronic health records
- clinical data
- health information systems
- clinical trials
- medical records
- healthcare providers
- health records
- medical data
- health care providers
- patient data
- health care
- electronic medical record
- statistical analysis
- raw data
- medical knowledge
- patient care
- prior knowledge
- domain experts
- improve quality
- training data
- decision support system
- knowledge discovery
- active learning
- digital libraries
- experimental design
- training set
- clinical decision support
- mr images
- medical images