Mehdi Benchoufi, MD, PhD

A Public Health physician at AP-HP, Dr. Mehdi Benchoufi is mainly invested in the interfaces between connected medicine and open technologies: ultrasound imaging and methodology for developing Artificial Intelligence solutions. He has pioneered Blockchain applications for clinical trial quality. He also holds an agrégation in mathematics, a PhD in Pure Mathematics and is a software developer. In 2015, he co-founded echOpen to make medical imaging accessible to all healthcare professionals.

Recent publications:

Benchoufi M et al, Algorithmovigilance, lessons from pharmacovigilance. NPJ Digit Med. 2024

Benchoufi M et al, Comparison Between Lung Ultrasonography Score in the Emergency Department and Clinical Outcomes of Patients With or With Suspected COVID-19: An Observational Multicentric Study. J Ultrasound Med. 2023

Benchoufi M et al, Blockchain for increased trust in observational studies. Lancet Digit Health. 2021

Benchoufi M et al, Interobserver agreement issues in radiology. Diagn Interv Imaging. 2020

Benchoufi M et al, Identification of Patient Perceptions That Can Affect the Uptake of Interventions Using Biometric Monitoring Devices: Systematic Review of Randomized Controlled Trials. J Med Internet Res. 2020

Benchoufi M et al, Fold-stratified cross-validation for unbiased and privacy-preserving federated learning. J Am Med Inform Assoc. 2020

Benchoufi M et al. Blockchain, consent and prosent for medical research. J Med Ethics. 2020

Benchoufi M et al, Overcoming Barriers to Mobilizing Collective Intelligence in Research: Qualitative Study of Researchers With Experience of Collective Intelligence. J Med Internet Res. 2019

Benchoufi M et al, A scoping review provided a framework for new ways of doing research through mobilizing collective intelligence. J Clin Epidemiol. 2019

Benchoufi M et al, Mapping of Crowdsourcing in Health: Systematic Review. J Med Internet Res. 2018