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. 10.1109/IUS62464.2025.11201339
  
  

  

Conferences without Proceedings

• (National) IABM 2025 - Intelligence Artificielle pour l'imagerie biomédicale - Nice, France Comparaison de Méthodes d'Apprentissage pour l'Annotation Semi-Automatique Multi-labels des Micro-Emboles. March 2026. Accepted on abstract. Poster presentation. Poster PDF (french)
• (National) IABM 2026 - Intelligence Artificielle pour l'imagerie biomédicale - Lyon, France Quantification de l'incertitude dans le cas des signaux médicaux avec bruit d’annotation. March 2026. Accepted on abstract. Poster presentation. Poster PDF (french)

Up-to-date Publications on HAL

Explore my latest publications available on the open archive HAL.

Trainings

• Peyresq 2025 summer school on Uncertainty Quantification. Classes + 20 minutes presentation.