Ortal Yona Senouf

According to our database, Ortal Yona Senouf authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

ODySSeI: An Open-Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images.

Anand Choudhary, Xiaowu Sun, Thabo Mahendiran, Ortal Yona Senouf, Denise Auberson, Bernard De Bruyne, Stéphane Fournier, Olivier Muller, Emmanuel Abbe, Pascal Frossard, Dorina Thanou

CoRR, March, 2026

Future cardiovascular events prediction from invasive coronary angiography: A graph representation learning perspective.

Xiaowu Sun, Theofilos Belmpas, Ortal Yona Senouf, Emmanuel Abbe, Pascal Frossard, Bernard De Bruyne, Denise Auberson, Olivier Muller, Stéphane Fournier, Thabo Mahendiran, Dorina Thanou

Medical Image Anal., 2026

2025

Physics-informed self-supervised learning for predictive modeling of coronary artery digital twins.

Xiaowu Sun, Thabo Mahendiran, Ortal Yona Senouf, Denise Auberson, Bernard De Bruyne, Stéphane Fournier, Olivier Muller, Pascal Frossard, Emmanuel Abbe, Dorina Thanou

CoRR, December, 2025

Inductive Domain Transfer In Misspecified Simulation-Based Inference.

Ortal Yona Senouf, Cédric Vincent-Cuaz, Emmanuel Abbe, Pascal Frossard

CoRR, August, 2025

CM-UNet: A Self-Supervised Learning-Based Model for Coronary Artery Segmentation in X-Ray Angiography.

Camille Challier, Xiaowu Sun, Thabo Mahendiran, Ortal Yona Senouf, Bernard De Bruyne, Denise Auberson, Olivier Muller, Stéphane Fournier, Pascal Frossard, Emmanuel Abbe, Dorina Thanou

CoRR, July, 2025

Inductive Domain Transfer In Misspecified Simulation-Based Inference.

Ortal Yona Senouf, Antoine Wehenkel, Cédric Vincent-Cuaz, Emmanuel Abbe, Pascal Frossard

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Graph Neural Network based Future Clinical Events Prediction from Invasive Coronary Angiography.

Xiaowu Sun, Theofilos Belmpas, Ortal Yona Senouf, Emmanuel Abbe, Pascal Frossard, Bernard De Bruyne, Olivier Muller, Stéphane Fournier, Thabo Mahendiran, Dorina Thanou

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Can Knowledge Transfer Techniques Compensate for the Limited Myocardial Infarction Data by Leveraging Hæmodynamics? An in silico Study.

Riccardo Tenderini, Federico Betti, Ortal Yona Senouf, Olivier Muller, Simone Deparis, Annalisa Buffa, Emmanuel Abbe

Proceedings of the Artificial Intelligence in Medicine, 2023