Raphaël Porcher

13 papers A 1Misc 1Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A scoping review of robustness concepts for machine learning in healthcare.
npj Digit. Medicine
Alan Balendran, Céline Beji, Florie Bouvier, Ottavio Khalifa, Theodoros Evgeniou, Philippe Ravaud, Raphaël Porcher
2024 J jnl
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.
François Grolleau, François Petit, Stéphane Gaudry, Élise Diard, Jean-Pierre Quenot, Didier Dreyfuss, Viet-Thi Tran, Raphaël Porcher
2021 A conf
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects.
AISTATS
Qiming Du, Gérard Biau, François Petit, Raphaël Porcher
2020 J jnl
Fold-stratified cross-validation for unbiased and privacy-preserving federated learning.
J. Am. Medical Informatics Assoc.
Romain Bey, Romain Goussault, François Grolleau, Mehdi Benchoufi, Raphaël Porcher
2020 J jnl
SEAIR Framework Accounting for a Personalized Risk Prediction Score: Application to the Covid-19 Epidemic.
Image Process. Line
Olivier Boulant, Mathilde Fekom, Camille Pouchol, Theodoros Evgeniou, Anton Ovchinnikov, Raphaël Porcher, Nicolas Vayatis
2020 J jnl
Stratified cross-validation for unbiased and privacy-preserving federated learning.
CoRR
Romain Bey, Romain Goussault, Mehdi Benchoufi, Raphaël Porcher
2020 J jnl
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects.
CoRR
Qiming Du, Gérard Biau, François Petit, Raphaël Porcher
2019 Misc conf
Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy.
AMIA
Christopher R. Norman, Mariska M. G. Leeflang, Raphaël Porcher, Aurélie Névéol
2017 J jnl
Blockchain protocols in clinical trials: Transparency and traceability of consent.
F1000Research
Mehdi Benchoufi, Raphaël Porcher, Philippe Ravaud
2017 J jnl
Evaluating alternative systems of peer review: a large-scale agent-based modelling approach to scientific publication.
Scientometrics
Michail Kovanis, Ludovic Trinquart, Philippe Ravaud, Raphaël Porcher
2016 J jnl
Automatic classification of registered clinical trials towards the Global Burden of Diseases taxonomy of diseases and injuries.
BMC Bioinform.
Ignacio Atal, Jean-David Zeitoun, Aurélie Névéol, Philippe Ravaud, Raphaël Porcher, Ludovic Trinquart
2016 J jnl
Complex systems approach to scientific publication and peer-review system: development of an agent-based model calibrated with empirical journal data.
Scientometrics
Michail Kovanis, Raphaël Porcher, Philippe Ravaud, Ludovic Trinquart
2005 J jnl
Power calculation for the likelihood ratio-test when comparing two dependent intraclass correlation coefficients.
Comput. Methods Programs Biomed.
B. Giraudeau, Raphaël Porcher, J. Y. Mary