Raphaël Porcher

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 11

Top Topics

Classification And Regression Trees

Top Venues

J. Am. Medical Informatics Assoc.

Publications

François Grolleau, François Petit, Stéphane Gaudry, Élise Diard, Jean-Pierre Quenot, Didier Dreyfuss, Viet-Thi Tran, Raphaël Porcher
Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Qiming Du, Gérard Biau, François Petit, Raphaël Porcher
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects. AISTATS (2021)
Olivier Boulant, Mathilde Fekom, Camille Pouchol, Theodoros Evgeniou, Anton Ovchinnikov, Raphaël Porcher, Nicolas Vayatis
SEAIR Framework Accounting for a Personalized Risk Prediction Score: Application to the Covid-19 Epidemic. Image Process. Line 10 (2020)
Romain Bey, Romain Goussault, François Grolleau, Mehdi Benchoufi, Raphaël Porcher
Fold-stratified cross-validation for unbiased and privacy-preserving federated learning. J. Am. Medical Informatics Assoc. 27 (8) (2020)
Qiming Du, Gérard Biau, François Petit, Raphaël Porcher
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects. CoRR (2020)
Romain Bey, Romain Goussault, Mehdi Benchoufi, Raphaël Porcher
Stratified cross-validation for unbiased and privacy-preserving federated learning. CoRR (2020)
Christopher R. Norman, Mariska M. G. Leeflang, Raphaël Porcher, Aurélie Névéol
Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy. AMIA (2019)
Mehdi Benchoufi, Raphaël Porcher, Philippe Ravaud
Blockchain protocols in clinical trials: Transparency and traceability of consent. F1000Research 6 (2017)
Michail Kovanis, Ludovic Trinquart, Philippe Ravaud, Raphaël Porcher
Evaluating alternative systems of peer review: a large-scale agent-based modelling approach to scientific publication. Scientometrics 113 (1) (2017)
Michail Kovanis, Raphaël Porcher, Philippe Ravaud, Ludovic Trinquart
Complex systems approach to scientific publication and peer-review system: development of an agent-based model calibrated with empirical journal data. Scientometrics 106 (2) (2016)
Ignacio Atal, Jean-David Zeitoun, Aurélie Névéol, Philippe Ravaud, Raphaël Porcher, Ludovic Trinquart
Automatic classification of registered clinical trials towards the Global Burden of Diseases taxonomy of diseases and injuries. BMC Bioinform. 17 (2016)
B. Giraudeau, Raphaël Porcher, J. Y. Mary
Power calculation for the likelihood ratio-test when comparing two dependent intraclass correlation coefficients. Comput. Methods Programs Biomed. 77 (2) (2005)