CEA Saclay, Institut d'Imagerie BioMédicale, NeuroSpin
91191 Gif sur Yvette, France, Tel: +33 1 69 08 78 62
Machine Learning, Neuroimaging, Scientific computing, Software Engineering, Bioinformatics, High Dimensional Data.
I am a permanent researcher working at NeuroSpin: a MRI neuroimaging center within the CEA (Commissariat à l'énergie atomique, Saclay, France). I am developing machine learning algorithms (classifiaction/regression) and multivariate/univariate statistics analysis tools. Those algorithms aim to provide computer-aided diagnosis/prognosis tools or biomarkers discovering methods for brain diseases. I am now integrating genetic (DNA array) together with neuroimaging. The specificity of such data is their large dimension which requires new specific feature extraction/selection and sparse and structured machine learning (convex optimisation) algorithms.
I am a core contributor of scientific computing libraries in Python: