Dynamic data-enabled stratified sampling for trial invitations with application in NHS-Galleri.

Adam R BrentnallChris MathewsSandy BeareJennifer ChingMichelle SleethPeter D Sasieni

Published in: Clinical trials (London, England) (2023)

Our invitation algorithm is a novel data-enabled approach to recruitment that is designed to address healthy volunteer effects and inequity in health research studies. It could be adapted for use in other trials or research studies.

Keyphrases

electronic health record
big data
case control
machine learning
clinical trial
study protocol
data analysis
phase iii
artificial intelligence
neural network