Research on Multimodal learning on graphs and clinical data for pulmonary embolism risk stratification models.

Advisors:

• Odyssée Merveille (Associate Professor – INSA Lyon)
• Johannes Lutzeyer (Associate Professor – École Polytechnique)
• Thomas Lampert (Chair of Data Science and Artificial Intelligence – Université de Strasbourg)

Qualified for sections:

• 27 (Computer science)
• 61 (Computer engineering, automation and signal processing)

Thesis on Deep manifold learning for improved high blood pressure characterization using echocardiography.

Advisors:

• Pierre-Marc Jodoin (Full Professor – Université de Sherbrooke)
• Olivier Bernard (Full Professor – INSA Lyon)
• Nicolas Duchateau (Associate Professor – Université Lyon 1)

Mention: Summa cum laude

Unfinished due to skipping to Ph.D in September 2020.

Subject on Segmentation of MRI and ultrasound cardiac medical images with anatomical guarantees.

Advisor:

• Pierre-Marc Jodoin (Full Professor – Université de Sherbrooke)