A Machine-Learning Algorithm to Optimise Automated Adverse Drug Reaction Detection from Clinical Coding.

Christopher R McMasterDavid LiewClaire KeithParnaz AminianAlbert Frauman

Published in: Drug safety (2020)

Automated ADR detection using ICD-10 coding significantly improved ADR detection in the study period, with improved discrimination between true and false reports by applying a machine-learning model.

Keyphrases

machine learning
adverse drug
deep learning
loop mediated isothermal amplification
artificial intelligence
real time pcr
big data
electronic health record
label free
emergency department
high throughput