Evaluation of machine-learning models to measure individualized treatment effects from randomized clinical trial data with time-to-event outcomes

Elvire Roblin, Paul-Henry Cournède, Stefan Michiels

Objective: In randomized clinical trials, prediction models can be used to explore relationships between patient variables and treatment effect magnitude. Our aim was to evaluate f…