Associate ProfessorMedical Physics Unit,Department of Oncology,McGill University
Martin Vallières is devoting much of his work on the development of integrative modeling solutions for heterogeneous medical data. He was Assistant Professor, Department of Computer Science, Université de Sherbrooke between 2020 - 2025. He leads the development of MEDomics (https://medomics.app/), an open-source platform for end-to-end predictive modeling in medicine.
Research Interests
Precision medicine via medical image analysisMachine learningGraph neural networksNatural language processingDistributed and federated learning
Education
Postdoctoral researcher
McGill University, Montreal, Canada
2018-2020
Postdoctoral researcher
University of California San Francisco, San Francisco, USA
