Olivier Bernard
Publications
Publications
Controllable latent diffusion model to evaluate the performance of segmentation methodsInternational Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025, Daejeon, South Korea. In press |
|
Adaptation de domaine de segmentations échocardiographiques via l’apprentissage par renforcementColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2025, Nice, France |
|
Generation of realistic cardiac ultrasound sequences with ground truth motion and speckle decorrelationInternational Ultrasonics Symposium (IUS), 2025, Utrecht, Netherlands |
|
Fusing echocardiography images and medical records for continuous patient stratificationMedical Imaging with Deep Learning (MIDL) - short papers, 2024, Paris, France |
|
|
|
Domain Adaptation of Echocardiography Segmentation Via Reinforcement LearningInternational Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024, Marrakesh, Morocco |
Fusion d'échocardiographie et de dossiers médicaux pour la caractérisation de l'hypertensionColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2024, Grenoble, France |
|
Développement d’une plateforme dédiée au contrôle de qualité, correction et suivi de données étiquetées pour la segmentation par apprentissageColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2024, Grenoble, France |
|
|
|
Extraction of Volumetric Indices from Echocardiography: Which Deep Learning Solution for Clinical Use?Functional Imaging and Modeling of the Heart. FIMH 2023, Jun 2023, Lyon, France. pp.245-254, ⟨10.1007/978-3-031-35302-4_25⟩ |
Segmentation de séquences échocardiographiques avec contraintes de cohérence temporelleColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2023, Paris, France |
|
|
|
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France |
Asymmetric Contour Uncertainty Estimation for Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2023, Vancoucer, Canada. pp.210-220, ⟨10.1007/978-3-031-43898-1_21⟩ |
|
|
|
CRISP - Reliable Uncertainty Estimation for Medical Image SegmentationMedical Image Computing and Computer Assisted Intervention – MICCAI 2022, Sep 2022, Singapore, Singapore. pp.492-502, ⟨10.1007/978-3-031-16452-1_47⟩ |
|
|
Generation of realistic simulated B-mode image texture with a GAN2022 IEEE International Ultrasonics Symposium (IUS), Oct 2022, Venise, Italy. pp.1-4, ⟨10.1109/IUS54386.2022.9958665⟩ |
|
|
Reaching intra-observer variability in 2-D echocardiographic image segmentation with a simple U-Net architectureIEEE International Ultrasonics Symposium (IUS), Oct 2022, Venice, Italy |
A Duplex Pipeline for the Generation of Realistic Echocardiographic Sequences with Doppler Imaging2020 IEEE International Ultrasonics Symposium (IUS), Sep 2020, Las Vegas, United States. pp.1-4, ⟨10.1109/IUS46767.2020.9251845⟩ |
|
|
|
Cardiac MRI Segmentation with Strong Anatomical GuaranteesMICCAI 2019, 22nd International Conference, Oct 2019, Shenzhen, China. ⟨10.1007/978-3-030-32245-8_70⟩ |
|
|
Deep Learning Segmentation in 2D echocardiography using the CAMUS dataset : Automatic Assessment of the Anatomical Shape ValidityInternational conference on Medical Imaging with Deep Learning (MIDL 2019), Jul 2019, London, United Kingdom |
Deep Learning Applied to Multi-Structure Segmentation in 2D Echocardiography: A Preliminary Investigation of the Required Database Size2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, France. pp.1-4, ⟨10.1109/ULTSYM.2018.8580136⟩ |
|
Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape modelsSPIE Medical Imaging, Feb 2018, Houston, United States. pp.18 |
|
Fully Automatic Real-Time Ejection Fraction and MAPSE Measurements in 2D Echocardiography Using Deep Neural Networks2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, Japan. pp.1-4 |
|
IMAGERIE DE L’ORIENTATION LOCALE DE LA STRUCTURE TISSULAIRE PAR IMAGERIE ULTRASONORERecherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France |
|
Phase-Based Registration of Cardiac Tagged MR Images by Incorporating Anatomical ConstraintsInternational Workshop on Statistical Atlases and Computational Models of the Heart, Oct 2016, Athens, Greece. pp.39-47, ⟨10.1007/978-3-319-52718-5_5⟩ |
|
Fast and Fully Automatic 3D Left Ventricular Segmentation Using Shape-Based B-Spline Explicit Active Surfaces2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States |
|
The UltraSound ToolBox2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States |
|
Fourier-based 3D Ultrafast Ultrasound Imaging with Diverging Waves: In Vitro Experiment Validation2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States |
|
Fourier-Based Ultrafast Ultrasound Imaging Based on In-phase Quadrature (IQ) Data2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States |
|
|
|
A fully Automatic and Multi-Structural Segmentation of the Left Ventricle and the Myocardium on Highly Heterogeneous 2D Echocardiographic Data2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, DC, United States. ⟨10.1109/ULTSYM.2017.8092632⟩ |
Generation of Realistic 4D Synthetic CSPAMM Tagged MR Sequences for Benchmarking Cardiac Motion Tracking AlgorithmsInternational Workshop on Simulation and Synthesis in Medical Imaging, Oct 2016, Athens, Greece. pp.108-117, ⟨10.1007/978-3-319-46630-9_11⟩ |
|
Phase-based registration of cardiac tagged MR images using anatomical deformation model2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016), Apr 2016, Prague, Czech Republic. pp.617-620 |
|
Plane-wave imaging challenge in medical ultrasoundUltrasonics Symposium (IUS), 2016 IEEE International, 2016, Unknown, Unknown Region. pp.1--4 |
|
Sparse regularization methods in ultrafast ultrasound imagingEuropean Signal Processing Conference (Eusipco), Aug 2016, Budapest, Hungary |
|
A Fourier-based formalism for 3D ultrafast imaging with diverging wavesIEEE International Ultrasonics Symposium (IUS 2016), Sep 2016, Tours, France. ⟨10.1109/ULTSYM.2016.7728805⟩ |
|
Sub-sampled Doppler ultrasound reconstruction using block sparse Bayesian learningUltrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. ⟨10.1109/ULTSYM.2015.0321⟩ |
|
Compressed sensing reconstruction of line-wise sub-sampled 3D echographic images based on dictionary learning: an experimental studyUltrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. ⟨10.1109/ULTSYM.2015.0157⟩ |
|
|
|
Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imagingInternational Symposium on BIOMEDICAL IMAGING: From Nano to Macro (ISBI 2015), Apr 2015, New York, United States. pp.756-759, ⟨10.1109/ISBI.2015.7163982⟩ |
|
|
Extension of Ultrasound Fourier Slice Imaging theory to sectorial acquisitionUltrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. ⟨10.1109/ULTSYM.2015.0185⟩ |
|
|
A Sparse regularization approach for ultrafast ultrasound imagingUltrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. pp.1-4, ⟨10.1109/ULTSYM.2015.0184⟩ |
Clinical Expert Delineation of 3D Left Ventricular Echocardiograms for the CETUS Segmentation ChallengeChallenge on Endocardial Three-dimensional Ultrasound Segmentation, Sep 2014, Boston, United States |
|
|
|
Compressed sensing reconstruction of 3D ultrasound data using dictionary learningIEEE International Conference on Image Processing (ICIP) 2014, Oct 2014, Paris, France. pp.1317-1321, ⟨10.1109/ICIP.2014.7025263⟩ |
|
|
A level-set approach for tracking objects in image sequences using a level conservation constraint: Application to cardiac sequencesIEEE International Conference on Image Processing (ICIP) 2014, Oct 2014, Paris, France. pp.863 - 866, ⟨10.1109/ICIP.2014.7025173⟩ |
Segmentation d'images médicales : un parcours via l'imagerie échographiqueJournée "Panorama de techniques d'imagerie biomédicale" de la Communauté de Compétence Technique Traitement du Signal et des Images (CCT-TS) - CNES, 2014, Toulouse, France |
|
Speckle decorrelation of motion in Ultrasound Fourier imagesIEEE International Ultrasonics Symposium (IUS) 2014, Sep 2014, Chicago, France. pp.1203 - 1206, ⟨10.1109/ULTSYM.2014.0296⟩ |
|
Semi-automatic left-atrial segmentation from volumetric ultrasound using B-spline explicit active surfacesIEEE International Ultrasonics Symposium (IUS) 2014, Sep 2014, Chicago, United States. pp.612-615, ⟨10.1109/ULTSYM.2014.0150⟩ |
|
|
|
Elastic registration vs. block matching for quantification of cardiac function with 3D ultrasound: Initial results of a direct comparison in silico based on a new evaluation pipelineIEEE International Ultrasonics Symposium, Sep 2014, Chicago, United States. pp.608 - 611, ⟨10.1109/ULTSYM.2014.0149⟩ |
|
|
Generation of ultra-realistic synthetic echocardiographic sequencesBiomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on, Apr 2014, Beijing, China. pp.73 - 76, ⟨10.1109/ISBI.2014.6867812⟩ |
Segmentation of the left atrium of the heart using B-spline explicit active surfaces (BEAS)CETUS Challenge on Endocardial Three-dimensional Ultrasound Segmentation at MICCAI-2014, Sep 2014, Boston, United States |
|
|
|
Ultrasound Fourier slice imaging: a novel approach for ultrafast imaging techniqueIEEE International Ultrasonics Symposium (IUS) 2014, Sep 2014, Chicago, United States. pp.129 - 132, ⟨10.1109/ULTSYM.2014.0033⟩ |
Challenge on Endocardial Three-dimensional Ultrasound Segmentation (CETUS)Challenge on Endocardial Three-dimensional Ultrasound Segmentation, Sep 2014, Boston, United States |
|
Multiview myocardial tracking in echocardiographic 2D sequences using shape and motion constrained level-set2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013), Apr 2013, San Francisco, United States. pp.1022-1025, ⟨10.1109/ISBI.2013.6556651⟩ |
|
Compressive Sensing Ultrasound Imaging using Overcomplete DictionariesIEEE International Ultrasonics Symposium (IUS) 2013, Jul 2013, Prague, Czech Republic. pp.45-48 |
|
Fast Fully Automatic Segmentation of the Myocardium in 2D cine MR Images7th International Conference on Functional Imaging and Modeling of the Heart (FIMH'13), Jun 2013, London, United Kingdom. pp.71-79, ⟨10.1007/978-3-642-38899-6_9⟩ |
|
Fast Left Ventricle Tracking in 3D Echocardiographic Data Using Anatomical Affine Optical FlowFunctional Imaging and Modeling of the Heart (FIMH\textquoteright13), 2013, Unknown, Unknown Region. pp.191-199 |
|
|
|
Cardiac motion assessement from echocardiographic image sequences by means of the structure multivectorIEEE International Ultrasonics Symposium - US 2013, Jul 2013, Prague, Czech Republic. pp. 1541-1544, ⟨10.1109/ULTSYM.2013.0392⟩ |
Towards online real-time strain estimation in volumetric us data: Feasibility study and initial clinical validationIEEE International Ultrasonics Symposium (IUS) 2013, Jul 2013, Prague, Czech Republic. pp.824 - 827, ⟨10.1109/ULTSYM.2013.0212⟩ |
|
Hybrid energy approach for real-time b-spline explicit active tracking of surfaces (heartBEATS)IEEE International Ultrasonics Symposium (IUS) 2013, Jul 2013, Prague, Czech Republic. pp.663 - 666, ⟨10.1109/ULTSYM.2013.0171⟩ |
|
Oscillations transverses et estimation du mouvement échocardiographie : le Tagging UltrasonoreSIAM - Signal et Image en Acoustique Médicale, Jun 2013, Tours, France |
|
Monogenic phase based optical flow computation for myocardial motion analysis in 3D echocardiographySTACOM workshop at MICCAI 2012, Oct 2012, Nice, France |
|
Simulation of realistic echocardiographic sequences for ground-truth validation of motion estimationIEEE International Conference on Image Processing (ICIP'12), Sep 2012, Orlando, United States. pp.2329 - 2332, ⟨10.1109/ICIP.2012.6467363⟩ |
|
|
|
Virtual deployment of pipeline flow diverters in cerebral vessels with aneurysms to understand thrombosisMICCAI-STENT'12 The 1st International MICCAI-Workshop on Computer Assisted Stenting, Oct 2012, Nice, France. pp.49 |
Monogenic phase based myocardial motion analysis from cardiac ultrasound with transverse oscillationsIEEE International Ultrasonics Symposium 2012, Oct 2012, Dresden, Germany |
Estimation du mouvement du coeur basée sur la phase en imagerie cardiaque multimodalitésPatrick Clarysse, Denis Friboulet. Traitement et analyse des images cardiaques - Traité IC2 Série Information et Science du vivant, Hermès-Lavoisier, pp.221-248, 2015, 978-2-7462-2563-3 |
|
Phase-Based Heart Motion Estimation in Multimodality Cardiac ImagingPatrick Clarysse, Denis Friboulet. Multi-Modality Cardiac Imaging, Wiley, pp.217-235, 2015, 9781848212350. ⟨10.1002/9781118574362.ch6⟩ |
|
Extraction and Segmentation of Structures in Image SequencesPatrick Clarysse, Denis Friboulet. Multi-Modality Cardiac Imaging, Wiley, pp.3-64, 2015, 9781848212350. ⟨10.1002/9781118574362.ch1⟩ |
|
|
|
Evolution de la fécondité et de la mortalité des enfants dans la région du Ntem (Sud Cameroun)Bahuchet S., Bley D., Pagezy H., Vernazza-Licht N. L'Homme et la forêt tropicale, Editions de Bergier, pp.615-627, 2000, 978-2951184343 |
|
|
Perception de la malnutrition chez l’enfant pré-scolaire dans la vallée du Ntem (Sud Cameroun)Bahuchet S., Bley D., Pagezy H., Vernazza-Licht N (eds). L’homme et la Forêt tropicale, Editions de Bergier, pp.629-638, 2000 |
|
|
Robustly segmenting quadriceps muscles of ultra-endurance athletes with weakly supervised U-Net2020 |