A Phenotyping Algorithm to Identify People With HIV in Electronic Health Record Data (HIV-Phen): Development and Evaluation Study.

Sarah B May Thomas P Giordano Assaf Gottlieb

Published in: JMIR formative research (2021)

We developed and evaluated an updated criteria-based phenotyping algorithm for identifying people with HIV in EHR data that demonstrates improved sensitivity over existing algorithms.

Keyphrases

electronic health record
antiretroviral therapy
hiv positive
hiv testing
hiv infected
human immunodeficiency virus
machine learning
hepatitis c virus
hiv aids
men who have sex with men
clinical decision support
deep learning
adverse drug
high throughput
big data
neural network
data analysis