- Heka : Méthodes basées sur les données et modèles en santé pour l'acquisition de connaissancesFR2 papers
- Hôpital Européen Georges-PompidouFR2 papers
- Organisation Mondiale de la Santé AnimaleFR2 papers
- Assistance Publique – Hôpitaux de ParisFR1 paper
- Ferring Pharmaceuticals (France)FR1 paper
- Sanofi (France)FR1 paper
- Sorbonne Paris CitéFR1 paper
- Université Paris CitéFR1 paper
2 papers
cs.LG2025
Toward Valid Generative Clinical Trial Data with Survival Endpoints
Perrine Chassat, Van Tuan Nguyen, Lucas Ducrot +2
Clinical trials face mounting challenges: fragmented patient populations, slow enrollment, and unsustainable costs, particularly for late phase trials in oncology and rare diseases…
stat.ME2025
Calibrating confounding strength in sensitivity models for weighting estimators: a comparative review and a new method
Jean-Baptiste Baitairian, Bernard Sebastien, Rana Jreich +2
Causal inference is only valid when its underlying assumptions are satisfied, one of the most central being the ignorability or unconfoundedness assumption. However, this hypothesi…