Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project.
Teresa B. GibsonMichael D. NguyenTimothy BurrellFrank YoonJenna WongSai DharmarajanRita Ouellet-HellstromWei HuaYong MaElande BaroSarah BloemersCory PackAdee KennedySengwee TohRobert BallPublished in: J. Am. Medical Informatics Assoc. (2021)
Keyphrases
- electronic health records
- health information systems
- database
- machine learning
- pilot project
- health information technology
- medical records
- health records
- health insurance
- clinical data
- health care
- databases
- relational databases
- health information
- database management systems
- pilot study
- medical data
- health data
- patient data
- database systems
- programming environment
- clinical trials
- database applications
- natural language processing
- artificial intelligence
- healthcare providers
- health care providers
- data analysis
- metadata
- data model
- active learning
- query language
- relational database systems
- free text
- information extraction
- data management