Pascal Frossard

Lausanne, VD, Switzerland

Last Updated: 09/26/2026

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Found 30 publications

Physics-informed model of epileptic seizure dynamics.

Physics-informed model of epileptic seizure dynamics.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

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

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

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Hierarchical Spherical CNNs With Lifting-Based Adaptive Wavelets for Pooling and Unpooling.

Hierarchical Spherical CNNs With Lifting-Based Adaptive Wavelets for Pooling and Unpooling.

Journal: IEEE transactions on pattern analysis and machine intelligence

Published: August 27, 2025

Decoding the interactions and functions of non-coding RNA with artificial intelligence.

Decoding the interactions and functions of non-coding RNA with artificial intelligence.

Journal: Nature reviews. Molecular cell biology

Published: April 28, 2025

Prognostic RNA-splicing archetypes in breast cancer identified by extended pre-training of histopathology foundation models.

Prognostic RNA-splicing archetypes in breast cancer identified by extended pre-training of histopathology foundation models.

Journal: Nature communications

Published: April 11, 2025

AI-Driven multi-view learning from CCTA for myocardial infarction diagnosis.

AI-Driven multi-view learning from CCTA for myocardial infarction diagnosis.

Journal: The international journal of cardiovascular imaging

Published: March 21, 2025

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

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

Journal: Medical image analysis

Published: February 06, 2025

Hierarchical Training of Deep Neural Networks Using Early Exiting.

Hierarchical Training of Deep Neural Networks Using Early Exiting.

Journal: IEEE transactions on neural networks and learning systems

Published: May 14, 2024

Anatomy-Informed Multimodal Learning for Myocardial Infarction Prediction.

Anatomy-Informed Multimodal Learning for Myocardial Infarction Prediction.

Journal: IEEE open journal of engineering in medicine and biology

Published: September 10, 2023

Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study.

Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study.

Journal: Open heart

Published: December 14, 2022

Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation.

Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation.

Journal: IEEE transactions on pattern analysis and machine intelligence

Published: September 16, 2022

OSLO: On-the-Sphere Learning for Omnidirectional Images and Its Application to 360-Degree Image Compression.

OSLO: On-the-Sphere Learning for Omnidirectional Images and Its Application to 360-Degree Image Compression.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: September 02, 2022

Showing 1-12 of 30

Last Updated: 09/26/2026