60 citations · 60 across the 3 of their papers we have counts for
4 papers
A Comprehensive Framework for the Evaluation of Individual Treatment Rules From Observational Data
François Grolleau, Francois Petit, Raphaël Porcher
Individualized treatment rules (ITRs) are deterministic decision rules that recommend treatments to individuals based on their characteristics. Though ubiquitous in medicine, ITRs…
How to improve the quality of comparisons using external control cohorts in single-arm clinical trials?
Jérôme Lambert, Etienne Lengline, Raphaël Porcher +3
PURPOSE Providing rapid answers and early acces to patients to innovative treatments without randomized clinical trial (RCT) is growing, with benefit estimated from single-arm tria…
Epidemic Models for COVID-19 during the First Wave from February to May 2020: a Methodological Review
Marie Garin, Myrto Limnios, Alice Nicolaï +12
We review epidemiological models for the propagation of the COVID-19 pandemic during the early months of the outbreak: from February to May 2020. The aim is to propose a methodolog…
Stratified cross-validation for unbiased and privacy-preserving federated learning
R. Bey, R. Goussault, M. Benchoufi +1
Large-scale collections of electronic records constitute both an opportunity for the development of more accurate prediction models and a threat for privacy. To limit privacy expos…