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Alexis ROCHE

Saint-Denis

En résumé

My experience is in signal processing, computer vision, machine learning and statistics with a strong emphasis on medical imaging applications in neuroscience and clinical practice. I contributed approximately 100 scientific publications (~4000 citations, h-index: 23), including 5 international patents, as well as several pieces of both commercial and open-source software.

Entreprises

  • Siemens Healthineers - Responsable recherche clinique

    Saint-Denis 2011 - maintenant Scientific lead of algorithmic developments, prototyping and clinical validation of brain image analysis software using magnetic resonance imaging: advanced image segmentation; brain disease biomarkers; machine learning for clinical decision support; multimodal data mining; MorphoBox Siemens prototype.
  • Ecole Polytechnique Fédérale Zurich - Chercheur invité

    2009 - 2011
  • CEA - Chercheur permanent

    PARIS 2002 - 2011 Development of image processing and statistical analysis methods for functional neuroimaging (statistical population analysis, spatio-temporal image registration, real-time magnetic resonance image analysis); ANR-funded project management.
  • Université d'Oxford - Assistant de recherche

    2001 - 2002
  • INRIA - Chercheur thésard

    Le Chesnay 1997 - 2001

Formations

Pas de formation renseignée

Réseau

Annuaire des membres :