Olivier Bernard
Publications
Publications
Adaptation de domaine de segmentations échocardiographiques via l’apprentissage par renforcementColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2025, Nice, France |
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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 |
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Generation of realistic cardiac ultrasound sequences with ground truth motion and speckle decorrelationInternational Ultrasonics Symposium (IUS), 2025, Utrecht, Netherlands |
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Fusing echocardiography images and medical records for continuous patient stratificationMedical Imaging with Deep Learning (MIDL) - short papers, 2024, Paris, France |
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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 |
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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 |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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Cardiac MRI Segmentation with Strong Anatomical GuaranteesMICCAI 2019, 22nd International Conference, Oct 2019, Shenzhen, China. ⟨10.1007/978-3-030-32245-8_70⟩ |
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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⟩ |
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Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape modelsSPIE Medical Imaging, Feb 2018, Houston, United States. pp.18 |
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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 |
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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 |
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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⟩ |
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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 |
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The UltraSound ToolBox2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States |
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Fourier-based 3D Ultrafast Ultrasound Imaging with Diverging Waves: In Vitro Experiment Validation2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States |
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Fourier-Based Ultrafast Ultrasound Imaging Based on In-phase Quadrature (IQ) Data2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States |
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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⟩ |
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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 |
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Plane-wave imaging challenge in medical ultrasoundUltrasonics Symposium (IUS), 2016 IEEE International, 2016, Unknown, Unknown Region. pp.1--4 |
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Sparse regularization methods in ultrafast ultrasound imagingEuropean Signal Processing Conference (Eusipco), Aug 2016, Budapest, Hungary |
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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⟩ |
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Sub-sampled Doppler ultrasound reconstruction using block sparse Bayesian learningUltrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. ⟨10.1109/ULTSYM.2015.0321⟩ |
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Extension of Ultrasound Fourier Slice Imaging theory to sectorial acquisitionUltrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. ⟨10.1109/ULTSYM.2015.0185⟩ |
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⟩ |
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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⟩ |
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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 |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
Challenge on Endocardial Three-dimensional Ultrasound Segmentation (CETUS)Challenge on Endocardial Three-dimensional Ultrasound Segmentation, Sep 2014, Boston, United States |
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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⟩ |
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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 |
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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⟩ |
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Compressive Sensing Ultrasound Imaging using Overcomplete DictionariesIEEE International Ultrasonics Symposium (IUS) 2013, Jul 2013, Prague, Czech Republic. pp.45-48 |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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Oscillations transverses et estimation du mouvement échocardiographie : le Tagging UltrasonoreSIAM - Signal et Image en Acoustique Médicale, Jun 2013, Tours, France |
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Monogenic phase based optical flow computation for myocardial motion analysis in 3D echocardiographySTACOM workshop at MICCAI 2012, Oct 2012, Nice, France |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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 |
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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 |
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Robustly segmenting quadriceps muscles of ultra-endurance athletes with weakly supervised U-Net2020 |