Olivier Bernard

Olivier Bernard

Professor at the university of Lyon (INSA), France and deputy director of the CREATIS laboratory

Summary

  • Senior member of the Institut Universitaire de France (IUF)
  • 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
  • Guest associate editor of the IEEE Transactions on Medical Imaging journal (IEEE TMI)
  • Associate editor of the European Heart Journal, Cardiovascular Imaging (EHJ-CI)
  • Associate editor of the IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control journal (IEEE TUFFC)
  • Technical committee member of MIDL international conference
  • Previously, associate editor of the IEEE Transactions on Image Processing journal (IEEE TIP)

Research profile

  • Quantification of biomarkers from imaging
  • Representation learning, heterogeneous data fusion
  • Domain adaptation through reinforcement learning
  • Uncertainty modeling
  • Physics-guided artificial intelligence
  • Cardiac imaging, vector flow imaging, simulated imaging

Key (recent) publications

Controllable latent diffusion model to evaluate the performance of cardiac segmentation methods
MICCAI (2025)
Romain Deleat-besson, Celia Goujat, Olivier Bernard, Pierre Croisille, Magalie Viallon, Nicolas Duchateau

DAFTED: Decoupled Asymmetric Fusion of Tabular and Echocardiographic Data for Cardiac Hypertension Diagnosis
MIDL (2025)
Jérémie Stym-Popper, Nathan Painchaud, Clément Rambour, Pierre-Yves Courand, Nicolas Thome, Olivier Bernard

Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning
MICCAI (2024)
Arnaud Judge, Thierry Judge, Nicolas Duchateau, Roman A. Sandler, Joseph Z. Sokol, Olivier Bernard, Pierre-Marc Jodoin

Physics-Guided Neural Networks for Intraventricular Vector Flow Mapping
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (2024)
Hang Jung Ling, Salomé Bru, Julia Puig, Florian Vixège, Simon Mendez, Franck Nicoud, Pierre-Yves Courand, Olivier Bernard, Damien Garcia

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

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