Marc Raynaud defended his Master’s degree in Mathematics in 2017 and his PhD in 2021 in Epidemiology and Statistics. His research interest focuses on allograft failure (kidney, heart, lung and liver) diagnostic and prognostic based on artificial intelligence. Marc Raynaud is currently developing a Meta Science approach of organ transplantation, to provide an holistic view on risk of bias, research topics, practices, transparency and quality.