2025
Doubly Protected Estimation for Survival Outcomes Utilizing External Controls for Randomized Clinical Trials
ICML 2025poster
Censored survival data are common in clinical trials, but small control groups can pose challenges, particularly in rare diseases or where balanced randomization is impractical. Recent approaches leverage external controls from historical studies or real-world data to strengthen treatment evaluation…