TY - JOUR
AU - Tran, Tran Q.B.
AU - Lip, Stefanie
AU - Wu, Honghan
AU - Visweswaran, Shyam
AU - Pell, Jill P.
AU - Padmanabhan, Sandosh
PY - 2025
DA - April
TI - A transformer-based framework for counterfactual estimation of antihypertensive treatment effect on COVID-19 infection risk - a proof-of-concept study
JO - American Journal of Hypertension
DO - https://doi.org/10.1093/ajh/hpaf055
AB - BackgroundTransformer-based neural networks excel in modelling high-dimensional, time-series data with complex dependencies. This proof-of-concept study applies a transformer-X-learner framework to estimate treatment effects using real-world data, using antihypertensive drug exposure and COVID-19 risk as an exemplar.
PB - Oxford University Press
UR - https://eprints.gla.ac.uk/352932/
KW - Coronavirus (COVID-19)
ER