Event date
to 12:00, (Paris, Europe)
Event location
En ligne
Professeur Roch GIORGI - Equipe QuanTIM-SESSTIM
Speaker
Julie JOSSE
Premedical, precision medicine by data intégration, équipe Inria Inserm
Inria: Antenne Inria de l’Université de Montpellier
Idesp: Institut Desbrest d’Épidémiologie et de Santé Publique, UMR Inserm-UM
Inria: Antenne Inria de l’Université de Montpellier
Idesp: Institut Desbrest d’Épidémiologie et de Santé Publique, UMR Inserm-UM
Description
Randomized Controlled Trials (RCTs) are pivotal in evidence-based medicine, estimating average treatment effects by averting confounding factors. However, concerns about RCT limitations—strict eligibility criteria, real-world impracticality, and small sample sizes—threaten their generalization to diverses populations. We will developp transportability methods by integrating non-randomized observational data to extend trial findings to other populations, potentially facing distributional shifts.
Keywords: Causal Inference, Clinical trials, Transportability, Treatment Effect, Double Robustness
More information about the speaker: https://juliejosse.com/
