Welcome to my website! đź‘‹
I am a postdoctoral researcher at Universitätsklinikum Bonn, with Pr. Shadi Albarqouni. Previously, I obtained my Ph.D. in Computer Sciences from Université de Rennes, under the supervision of Dr. Camille Maumet and Pr. Elisa Fromont.
My research focuses on exploring, modelling and building solutions to take into account data variability in medical imaging, in particular in machine learning studies. During my PhD, my goal was to facilitate the re-use of shared data from public databases by taking into account the different sources of variability. In the future, I would like to focus more in the use of real-world data and on the robustness of machine learning models to dataset shifts and privacy attacks. I am also interested in building affordable and adaptable solutions for an universal utility.
