Validation of an administrative algorithm for transgender and gender diverse persons against self-report data in electronic health records.

Carl G StreedDana KingChris GrassoSari L ReisnerKenneth H MayerGuneet K JasujaTonia PoteatMonica MukherjeeAyelet Shapira-DanielsHoward CabralVin TangprichaMichael K Paasche-OrlowEmelia J Benjamin

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

In the absence of self-reported gender identity data, an algorithm to identify TGD patients in administrative data using TGD-related diagnosis and procedure codes, and gender-affirming hormone prescriptions performs well.

Keyphrases

electronic health record
clinical decision support
end stage renal disease
mental health
machine learning
deep learning
ejection fraction
adverse drug
chronic kidney disease
newly diagnosed
prognostic factors
hepatitis c virus
data analysis
patient reported