Welcome to my website! 👋
I am a postdoctoral researcher at UniversitätKlinikum Bonn, with Prof. Albarqouni. Previously, I did my PhD in the Empenn research unit at the IRISA laboratory in Rennes, under the supervision of Dr. Camille MAUMET and Prof. Elisa FROMONT from LACODAM research team.
My research focuses on exploring, modelling and building solutions to take into account the variability of data in medical imaging, particularly in machine learning studies. During my PhD, my goal was to facilitate the re-use of data shared on 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.
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