Harmonizing units and values of quantitative data elements in a very large nationally pooled electronic health record (EHR) dataset.
Katie R. BradwellJacob T. WooldridgeBenjamin R. C. AmorTellen D. BennettAdit AnandCarolyn BremerYun Jae YooZhenglong QianSteven G. JohnsonEmily R. PfaffAndrew T. GirvinAmin MannaEmily NiehausStephanie S. HongXiaohan Tanner ZhangRichard L. ZhuMark BissellNabeel QureshiJoel H. SaltzMelissa A. HaendelChristopher G. ChuteHarold P. LehmannRichard A. MoffittPublished in: J. Am. Medical Informatics Assoc. (2022)
Keyphrases
- electronic health records
- quantitative data
- clinical data
- health care
- quantitative and qualitative
- clinical trials
- medical records
- medical data
- health information systems
- health information
- attitudes toward
- health records
- healthcare providers
- database
- information overload
- raw data
- decision support system
- information extraction
- machine learning