Publications
Conferences with Proceedings
- Mathilde Dupouy, Yamil Vindas, Marilys Almar, Blaise Kévin Guépié, Philippe Delachartre,
Weakly-supervised semantic space structuring: cardiac cycle position for cerebral emboli visualization using contrastive learning. 2025 IEEE
International Symposium on Biomedical Imaging (ISBI), Apr 2025, Houston, United States. Oral presentation.
10.1109/ISBI60581.2025.10981113
- Mathilde Dupouy, Yamil Vindas, Thibaut Dambry, Blaise Kévin Guépié, Philippe Delachartre,
Noisy-labels tolerant geometric Jensen-Shannon divergence loss for cerebral emboli classification using transcranial Doppler monitoring. 2025 IEEE
International Ultrasonics Symposium (IUS), Sep 2025, Utrecht, Netherlands. Accepted on abstract. Oral presentation.
Conferences without Proceedings
- (National) IABM 2025 - Intelligence Artificielle pour l'imagerie biomédicale - Nice, France
Poster PDF (french)
Up-to-date Publications on HAL
Explore my latest publications available on the open archive HAL.
Teaching
2024-2025: Practical classes, Data sciences, Licence 1 Sciences pour la santé, Université Lyon 1 (campus Rockfeller).
2024-2025: Tutorial classes, Mathématiques, Formation initiale aux métiers de l'ingénieur, 1ère année, INSA Lyon (campus La Doua).
Contact
Bureau 9, 2ème étage, Bâtiment Léonard de Vinci, 21 Avenue Jean Capelle, 69621 Villeurbanne Cedex.
Professional email: mathilde(dot)dupouy(at)insa-lyon.fr