Validation of a Major and Clinically Relevant Nonmajor Bleeding Phenotyping Algorithm on Electronic Health Records.

Aaron Jun Yi Yap Desmond Chun Hwee Teo Pei San AngEng Soo YapSiew Har TanCeline Wei Ping LokeSreemanee Raaj Dorajoo

Published in: Pharmacoepidemiology and drug safety (2024)

The use of diagnosis codes alone misses many genuine major bleeding events. We have developed major bleeding algorithms with high sensitivities, which can ascertain events within populations of interest.

Keyphrases

electronic health record
atrial fibrillation
machine learning
deep learning
clinical decision support
high throughput
adverse drug
single cell
genetic diversity