Nathan Painchaud
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
- Neural networks interpretability
- Mathematical properties of neural networks
Applications
- (Cardiac) medical image analysis
- Population representation
- Multimodal medical data fusion