• Professor of image and signal processing at the university of Lyon - INSA, France
• Deputy director of CREATIS (Medical Imaging Research Laboratory)
• Head of the MYRIAD Image analysis and modeling research team at CREATIS
• Associate editor of the IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control (IEEE TUFFC)
• Technical committee member of MIDL international conference
• Meta-reviewer of IEEE ISBI international conference
• Previously, Associate editor of the IEEE Transactions on Image Processing (IEEE TIP)

Research profile

• Representation learning, heterogeneous data fusion
• Quantification of clinical indices from imaging
• Uncertainty modeling
• Vector flow imaging, intracardiac blood flow
• Cardiac imaging, echocardiography, realistic simulations

Key (recent) publications

Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification
Arxiv (2024)
Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Nicolas Duchateau, Olivier Bernard

Echocardiography Segmentation with Enforced Temporal Consistency
IEEE Transactions on Medical Imaging (2022)
Nathan Painchaud, Nicolas Duchateau, Olivier Bernard, Pierre-Marc Jodoin

Phase Unwrapping of Color Doppler Echocardiography using Deep Learning
IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control (2023)
Hang Jung Ling, Olivier Bernard, Nicolas Ducros, Damien Garcia

Motion estimation by deep learning in 2D echocardiography: synthetic dataset and validation
IEEE Transactions on Medical Imaging (2022)
Ewan Evain, Yunyun Sun, Khuram Faraz, Damien Garcia, Eric Saloux, Bernhard L. Gerber, Mathieu de Craene, Olivier Bernard

Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation
MICCAI (2023)
Thierry Judge, Olivier Bernard, Woo-Jin Cho Kim, Alberto Gomez, Agis Chartsias, Pierre-Marc Jodoin

CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation
MICCAI (2022)
Thierry Judge, Olivier Bernard, Agisilaos Chartsias, Mihaela Porumb, Arian Beqiri, Pierre-Marc Jodoin