HdR (Signal Processing), University Paris-Saclay (Paris 11) .

Ph.D (Image Processing), Université Claude Bernard (Lyon 1) .

Post Graduate Certificate in Positron Emission Tomography, Université Claude Bernard (Lyon 1) .

Post Graduate Certificate in Statistics and Modeling, Université Claude Bernard (Lyon 1) . 

University Degree in Magnetic Resonance, Université Claude Bernard (Lyon 1) .

M.Sc Biomedical Engineering, INSA Lyon/Université Claude Bernard (Lyon 1) .

Engineer Degree in Electronics, Educatel, Liège.

B.Sc Physics, University of Constantine.