Martin Vallières is devoting much of his work on the development of integrative modeling solutions for heterogeneous medical data. He leads the development of MEDomics (https://medomics.app/), an open-source platform for end-to-end predictive modeling in medicine.

Interests
  • Precision medicine via medical image analysis
  • Machine learning
  • Graphical neural networks
  • Natural language processing
  • Distributed and federated learning
Education

  • Postdoctoral researcher, 2018-2020

    McGill University, Montreal, Canada

  • Postdoctoral researcher, 2018-2019

    University of California San Francisco, San Francisco, USA

  • Postdoctoral researcher, 2017-2018

    INSERM UMR 1101, Brest, France

  • Ph. D. Medical physics, 2017

    McGill University, Montreal, Canada

  • M. Sc. Medical physics, 2012

    McGill University, Montreal, Canada

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