I am currently a postdoctoral researcher at CREATIS, at INSA Lyon (France), where I work on multimodal learning on graphs and clinical data for pulmonary embolism risk stratification models.

Prior to my post-doc, I obtained my joint Ph.D. between VITAL, at the Université de Sherbrooke (Canada), and CREATIS, working on deep representation learning for cardiac medical image analysis.

Research Interests

Methodology

• Representation learning
• Multimodal learning
• Graph learning
• Neural networks interpretability

Applications

• Quantitative medical image analysis
• Multimodal medical data fusion
• Population representation

Education & Research Experience

• Postdoctoral researcher, CREATIS (Lyon), 2024-
• Ph.D. in Computer science (Joint Ph.D.), Université de Sherbrooke / INSA Lyon, 2020-2024
• M.Sc. in Computer Science, Université de Sherbrooke, 2019-
• B.Sc. in Computer Science, Université de Sherbrooke, 2016-2019