Blockchain protocols in clinical trials: Transparency and traceability of consent. - Mehdi Benchoufi; Raphaël Porcher; Philippe Ravaud (F1000Research, 2017)

Rough Set Theory as a Data Mining Technique: A Case Study in Epidemiology and Cancer Incidence Prediction. - Zaineb Chelly Dagdia; Christine Zarges; Benjamin Schannes; Martin Micalef; Lino Galiana; Benoît Rolland; Olivier de Fresnoye; Mehdi Benchoufi (ECML/PKDD (3), 2018)

From Clinical Trials to Highly Trustable Clinical Trials: Blockchain in Clinical Trials, a Game Changer for Improving Transparency? - Mehdi Benchoufi; Doug Altman; Philippe Ravaud (Frontiers Blockchain, 2019)

Stratified cross-validation for unbiased and privacy-preserving federated learning. - Romain Bey; Romain Goussault; Mehdi Benchoufi; Raphaël Porcher (CoRR, 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)

Microlocal sheaf theory for Radon transform. (Théorie microlocale des faisceaux pour la transformation Radon). - Mehdi Benchoufi (2020)

Algorithmovigilance, lessons from pharmacovigilance. - Alan Balendran; Mehdi Benchoufi; Theodoros Evgeniou; Philippe Ravaud (npj Digit. Medicine, 2024)