A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data.

Ziyan YinJiayi TongYong ChenRebecca A HubbardCheng Yong Tang

Published in: Journal of the American Medical Informatics Association : JAMIA (2021)

The proposed method not only optimally combines phenotypes from chart review with EHR-derived phenotypes but also suggests an efficient design for conducting chart review, with the goal of improving the efficiency of estimated risk factor associations using EHR data.

Keyphrases

electronic health record
clinical decision support
adverse drug
risk factors
high throughput
machine learning
artificial intelligence
single cell