Dementia and electronic health record phenotypes: a scoping review of available phenotypes and opportunities for future research.

Anne M WallingJoshua PevnickAntonia V BennettV G Vinod VydiswaranChristine S Ritchie

Published in: Journal of the American Medical Informatics Association : JAMIA (2023)

A variety of EHR-based phenotypes are available for use in identifying populations with or at high-risk of developing ADRD. This review provides comparative detail to aid in choosing the best algorithm for research, clinical care, and population health projects based on the use case and available data. Future research may further improve the design and use of algorithms by considering EHR data provenance.

Keyphrases

electronic health record
clinical decision support
machine learning
adverse drug
current status
quality improvement
deep learning
healthcare
cognitive impairment
artificial intelligence
affordable care act