Raphaël Porcher

According to our database, Raphaël Porcher authored at least 11 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials.

François Grolleau, François Petit, Stéphane Gaudry, Élise Diard, Jean-Pierre Quenot, Didier Dreyfuss, Viet-Thi Tran, Raphaël Porcher

J. Am. Medical Informatics Assoc., 2024

2021

Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects.

Qiming Du, Gérard Biau, François Petit, Raphaël Porcher

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Fold-stratified cross-validation for unbiased and privacy-preserving federated learning.

Romain Bey, Romain Goussault, François Grolleau, Mehdi Benchoufi, Raphaël Porcher

J. Am. Medical Informatics Assoc., 2020

SEAIR Framework Accounting for a Personalized Risk Prediction Score: Application to the Covid-19 Epidemic.

Olivier Boulant, Mathilde Fekom, Camille Pouchol, Theodoros Evgeniou, Anton Ovchinnikov, Raphaël Porcher, Nicolas Vayatis

Image Process. Line, 2020

Stratified cross-validation for unbiased and privacy-preserving federated learning.

Romain Bey, Romain Goussault, Mehdi Benchoufi, Raphaël Porcher

CoRR, 2020

2019

Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy.

Christopher R. Norman, Mariska M. G. Leeflang, Raphaël Porcher, Aurélie Névéol

Proceedings of the AMIA 2019, 2019

2017

Evaluating alternative systems of peer review: a large-scale agent-based modelling approach to scientific publication.

Michail Kovanis, Ludovic Trinquart, Philippe Ravaud, Raphaël Porcher

Scientometrics, 2017

Blockchain protocols in clinical trials: Transparency and traceability of consent.

Mehdi Benchoufi, Raphaël Porcher, Philippe Ravaud

F1000Research, 2017

2016

Complex systems approach to scientific publication and peer-review system: development of an agent-based model calibrated with empirical journal data.

Michail Kovanis, Raphaël Porcher, Philippe Ravaud, Ludovic Trinquart

Scientometrics, 2016

Automatic classification of registered clinical trials towards the Global Burden of Diseases taxonomy of diseases and injuries.

Ignacio Atal, Jean-David Zeitoun, Aurélie Névéol, Philippe Ravaud, Raphaël Porcher, Ludovic Trinquart

BMC Bioinform., 2016

2005

Power calculation for the likelihood ratio-test when comparing two dependent intraclass correlation coefficients.

B. Giraudeau, Raphaël Porcher, J. Y. Mary

Comput. Methods Programs Biomed., 2005