Olivier Bernard

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 30

Top Topics

Markov Random Field Model

Left Ventricular

Top Venues

IEEE Trans. Medical Imaging

Publications

Arnaud Judge, Thierry Judge, Nicolas Duchateau, Roman A. Sandler, Joseph Z. Sokol, Olivier Bernard, Pierre-Marc Jodoin
Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning. CoRR (2024)
Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Nicolas Duchateau, Olivier Bernard
Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification. CoRR (2024)
Hang Jung Ling, Salomé Bru, Júlia Puig, Florian Vixège, Simon Mendez, Franck Nicoud, Pierre-Yves Courand, Olivier Bernard, Damien Garcia
Physics-Guided Neural Networks for Intraventricular Vector Flow Mapping. CoRR (2024)
Hang Jung Ling, Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Damien Garcia, Olivier Bernard
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? CoRR (2023)
Thierry Judge, Olivier Bernard, Woo-Jin Cho Kim, Alberto Gómez, Agisilaos Chartsias, Pierre-Marc Jodoin
Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation. MICCAI (3) (2023)
Hang Jung Ling, Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Damien Garcia, Olivier Bernard
Extraction of Volumetric Indices from Echocardiography: Which Deep Learning Solution for Clinical Use? FIMH (2023)
Hang Jung Ling, Olivier Bernard, Nicolas Ducros, Damien Garcia
Phase Unwrapping of Color Doppler Echocardiography using Deep Learning. CoRR (2023)
Ewan Evain, Yunyun Sun, Khuram Faraz, Damien Garcia, Eric Saloux, Bernhard L. Gerber, Mathieu De Craene, Olivier Bernard
Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation. IEEE Trans. Medical Imaging 41 (8) (2022)
Thierry Judge, Olivier Bernard, Mihaela Porumb, Agisilaos Chartsias, Arian Beqiri, Pierre-Marc Jodoin
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. MICCAI (8) (2022)
Nathan Painchaud, Nicolas Duchateau, Olivier Bernard, Pierre-Marc Jodoin
Echocardiography Segmentation With Enforced Temporal Consistency. IEEE Trans. Medical Imaging 41 (10) (2022)
Thierry Judge, Olivier Bernard, Mihaela Porumb, Agis Chartsias, Arian Beqiri, Pierre-Marc Jodoin
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. CoRR (2022)
Nathan Painchaud, Nicolas Duchateau, Olivier Bernard, Pierre-Marc Jodoin
Echocardiography Segmentation with Enforced Temporal Consistency. CoRR (2021)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac Segmentation with Strong Anatomical Guarantees. CoRR (2020)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac Segmentation With Strong Anatomical Guarantees. IEEE Trans. Medical Imaging 39 (11) (2020)
Sarah Leclerc, Erik Smistad, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Thomas Grenier, Carole Lartizien, Pierre-Marc Jodoin, Lasse Løvstakken, Olivier Bernard
LU-Net: a multi-task network to improve the robustness of segmentation of left ventriclular structures by deep learning in 2D echocardiography. CoRR (2020)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac MRI Segmentation with Strong Anatomical Guarantees. CoRR (2019)
Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
Cardiac MRI Segmentation with Strong Anatomical Guarantees. MICCAI (2) (2019)
Sarah Leclerc, Erik Smistad, João Pedrosa, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Pierre-Marc Jodoin, Thomas Grenier, Carole Lartizien, Jan D'hooge, Lasse Løvstakken, Olivier Bernard
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. IEEE Trans. Medical Imaging 38 (9) (2019)
Yitian Zhou, Sophie Giffard-Roisin, Mathieu De Craene, Sorina Camarasu-Pop, Jan D'hooge, Martino Alessandrini, Denis Friboulet, Maxime Sermesant, Olivier Bernard
A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences From the Same Virtual Patients. IEEE Trans. Medical Imaging 37 (3) (2018)
Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jaeger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37 (11) (2018)
Feriel Khellaf, Sarah Leclerc, Jason D. Voorneveld, Raja Sekhar Bandaru, Johan G. Bosch, Olivier Bernard
Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape models. Medical Imaging: Image Processing (2018)
Daniel Barbosa, João Pedrosa, Brecht Heyde, Thomas Dietenbeck, Denis Friboulet, Olivier Bernard, Jan D'hooge
heartBEATS: A hybrid energy approach for real-time B-spline explicit active tracking of surfaces. Comput. Medical Imaging Graph. 62 (2017)
João Pedrosa, Sandro F. Queiros, Olivier Bernard, Jan E. Engvall, Thor Edvardsen, Eike Nagel, Jan D'hooge
Fast and Fully Automatic Left Ventricular Segmentation and Tracking in Echocardiography Using Shape-Based B-Spline Explicit Active Surfaces. IEEE Trans. Medical Imaging 36 (11) (2017)
Adrien Besson, Rafael E. Carrillo, Miaomiao Zhang, Denis Friboulet, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran
Sparse regularization methods in ultrafast ultrasound imaging. EUSIPCO (2016)
Martino Alessandrini, Brecht Heyde, Sandro F. Queiros, Szymon Cygan, Maria Zontak, Oudom Somphone, Olivier Bernard, Maxime Sermesant, Hervé Delingette, Daniel Barbosa, Mathieu De Craene, Matthew O'Donnell, Jan D'hooge
Detailed Evaluation of Five 3D Speckle Tracking Algorithms Using Synthetic Echocardiographic Recordings. IEEE Trans. Medical Imaging 35 (8) (2016)
Adrien Besson, Rafael E. Carrillo, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran
Compressed delay-and-sum beamforming for ultrafast ultrasound imaging. ICIP (2016)
Yitian Zhou, Mathieu De Craene, Olivier Bernard
Phase-based registration of cardiac tagged MR images using anatomical deformation model. ISBI (2016)
Olivier Bernard, Johan G. Bosch, Brecht Heyde, Martino Alessandrini, Daniel Barbosa, Sorina Camarasu-Pop, Frederic Cervenansky, Sébastien Valette, Oana Mirea, Michel Bernier, Pierre-Marc Jodoin, Jaime Santo Domingos, Richard V. Stebbing, Kevin Keraudren, Ozan Oktay, Jose Caballero, Wei Shi, Daniel Rueckert, Fausto Milletari, Seyed-Ahmad Ahmadi, Erik Smistad, Frank Lindseth, Maartje van Stralen, Chen Wang, Örjan Smedby, Erwan Donal, Mark Monaghan, Alex Papachristidis, Marcel L. Geleijnse, Elena Galli, Jan D'hooge
Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography. IEEE Trans. Medical Imaging 35 (4) (2016)
Yitian Zhou, Mathieu De Craene, Oudom Somphone, Maxime Sermesant, Olivier Bernard
Generation of Realistic 4D Synthetic CSPAMM Tagged MR Sequences for Benchmarking Cardiac Motion Tracking Algorithms. SASHIMI@MICCAI (2016)
Yitian Zhou, Mathieu De Craene, Maxime Sermesant, Olivier Bernard
Phase-Based Registration of Cardiac Tagged MR Images by Incorporating Anatomical Constraints. STACOM@MICCAI (2016)
Martino Alessandrini, Brecht Heyde, Sophie Giffard-Roisin, Herve Delingette, Maxime Sermesant, Pascal Allain, Olivier Bernard, Mathieu De Craene, Jan D'hooge
Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging. ISBI (2015)
Yitian Zhou, Olivier Bernard, Eric Saloux, Alain Manrique, Pascal Allain, Shérif Makram-Ebeid, Mathieu De Craene
3D harmonic phase tracking with anatomical regularization. Medical Image Anal. 26 (1) (2015)
Martino Alessandrini, Adrian Basarab, Mathieu De Craene, Maxime Sermesant, Hervé Liebgott, Olivier Bernard, Jan D'hooge
The role of the image phase in cardiac strain imaging. EUSIPCO (2015)
Magalie Viallon, Joël Spaltenstein, C. de Bourguignon, C. Vandroux, A. Ammor, W. Romero, Olivier Bernard, Pierre Croisille, Patrick Clarysse
Automated Quantification of Myocardial Infarction Using a Hidden Markov Random Field Model and the EM Algorithm. FIMH (2015)
Martino Alessandrini, Mathieu De Craene, Olivier Bernard, Sophie Giffard-Roisin, Pascal Allain, Irina Wächter-Stehle, Jürgen Weese, Eric Saloux, Hervé Delingette, Maxime Sermesant, Jan D'hooge
A Pipeline for the Generation of Realistic 3D Synthetic Echocardiographic Sequences: Methodology and Open-Access Database. IEEE Trans. Medical Imaging 34 (7) (2015)
Oana Lorintiu, Hervé Liebgott, Martino Alessandrini, Olivier Bernard, Denis Friboulet
Compressed Sensing Reconstruction of 3D Ultrasound Data Using Dictionary Learning and Line-Wise Subsampling. IEEE Trans. Medical Imaging 34 (12) (2015)
Sandro F. Queiros, Daniel Barbosa, Brecht Heyde, Pedro Morais, João L. Vilaça, Denis Friboulet, Olivier Bernard, Jan D'hooge
Fast automatic myocardial segmentation in 4D cine CMR datasets. Medical Image Anal. 18 (7) (2014)
Martino Alessandrini, Adrian Basarab, Loïc Boussel, Xinxin Guo, André Sérusclat, Denis Friboulet, Denis Kouame, Olivier Bernard, Hervé Liebgott
A New Technique for the Estimation of Cardiac Motion in Echocardiography Based on Transverse Oscillations: A Preliminary Evaluation In Silico and a Feasibility Demonstration In Vivo. IEEE Trans. Medical Imaging 33 (5) (2014)
Mathieu De Craene, Martino Alessandrini, Pascal Allain, Stéphanie Marchesseau, Irina Wächter-Stehle, Jürgen Weese, Eric Saloux, Hernán G. Morales, Rémi Cuingnet, Hervé Delingette, Maxime Sermesant, Olivier Bernard, Jan D'hooge
Generation of ultra-realistic synthetic echocardiographic sequences. ISBI (2014)
Thomas Dietenbeck, Daniel Barbosa, Martino Alessandrini, Ruta Jasaityte, Valérie Robesyn, Jan D'hooge, Denis Friboulet, Olivier Bernard
Whole myocardium tracking in 2D-echocardiography in multiple orientations using a motion constrained level-set. Medical Image Anal. 18 (3) (2014)
Thomas Dietenbeck, Daniel Barbosa, Martino Alessandrini, Jan D'hooge, Denis Friboulet, Olivier Bernard
A level-set approach for tracking objects in image sequences using a level conservation constraint: Application to cardiac sequences. ICIP (2014)
Oana Lorintiu, Hervé Liebgott, Martino Alessandrini, Olivier Bernard, Denis Friboulet
Compressed sensing reconstruction of 3D ultrasound data using dictionary learning. ICIP (2014)
Daniel Barbosa, Brecht Heyde, Maja Cikes, Thomas Dietenbeck, Piet Claus, Denis Friboulet, Olivier Bernard, Jan D'hooge
Real-time 3D interactive segmentation of echocardiographic data through user-based deformation of B-spline explicit active surfaces. Comput. Medical Imaging Graph. 38 (1) (2014)
Thomas Dietenbeck, Daniel Barbosa, Martino Alessandrini, Ruta Jasaityte, Valérie Robesyn, Jan D'hooge, Denis Friboulet, Olivier Bernard
Multiview myocardial tracking in echocardiographic 2D sequences using shape and motion constrained level-set. ISBI (2013)
Tristan Glatard, Carole Lartizien, Bernard Gibaud, Rafael Ferreira da Silva, Germain Forestier, Frederic Cervenansky, Martino Alessandrini, Hugues Benoit-Cattin, Olivier Bernard, Sorina Camarasu-Pop, Nadia Cerezo, Patrick Clarysse, Alban Gaignard, Patrick Hugonnard, Hervé Liebgott, Simon Marache, Adrien Marion, Johan Montagnat, Joachim Tabary, Denis Friboulet
A Virtual Imaging Platform for Multi-Modality Medical Image Simulation. IEEE Trans. Medical Imaging 32 (1) (2013)
Julien Richy, Denis Friboulet, Adeline Bernard, Olivier Bernard, Hervé Liebgott
Blood Velocity Estimation Using Compressive Sensing. IEEE Trans. Medical Imaging 32 (11) (2013)
Sandro F. Queiros, Daniel Barbosa, Brecht Heyde, Pedro Morais, Denis Friboulet, Piet Claus, Olivier Bernard, Jan D'hooge
Fast Fully Automatic Segmentation of the Myocardium in 2D Cine MR Images. FIMH (2013)
Mathieu De Craene, Stéphanie Marchesseau, Brecht Heyde, Hang Gao, Martino Alessandrini, Olivier Bernard, Gemma Piella, Antonio R. Porras, Lennart Tautz, Anja Hennemuth, Adityo Prakosa, Hervé Liebgott, Oudom Somphone, Pascal Allain, Shérif Makram-Ebeid, Hervé Delingette, Maxime Sermesant, Jan D'hooge, Eric Saloux
3D Strain Assessment in Ultrasound (Straus): A Synthetic Comparison of Five Tracking Methodologies. IEEE Trans. Medical Imaging 32 (9) (2013)
Martino Alessandrini, Adrian Basarab, Hervé Liebgott, Olivier Bernard
Myocardial Motion Estimation From Medical Images Using the Monogenic Signal. IEEE Trans. Image Process. 22 (3) (2013)
Adrian Basarab, Hervé Liebgott, Olivier Bernard, Denis Friboulet, Denis Kouame
Medical ultrasound image reconstruction using distributed compressive sampling. ISBI (2013)
Daniel Barbosa, Brecht Heyde, Thomas Dietenbeck, Denis Friboulet, Jan D'hooge, Olivier Bernard
Fast Left Ventricle Tracking in 3D Echocardiographic Data Using Anatomical Affine Optical Flow. FIMH (2013)
Martino Alessandrini, Hervé Liebgott, Daniel Barbosa, Olivier Bernard
Monogenic Phase Based Optical Flow Computation for Myocardial Motion Analysis in 3D Echocardiography. STACOM (2012)
Martino Alessandrini, Hervé Liebgott, Denis Friboulet, Olivier Bernard
Simulation of realistic echocardiographic sequences for ground-truth validation of motion estimation. ICIP (2012)
Daniel Barbosa, Thomas Dietenbeck, Joël Schaerer, Jan D'hooge, Denis Friboulet, Olivier Bernard
B-Spline Explicit Active Surfaces: An Efficient Framework for Real-Time 3-D Region-Based Segmentation. IEEE Trans. Image Process. 21 (1) (2012)
Francesca Galluzzo, Nicolò Speciale, Olivier Bernard
A rigorous and efficient GPU implementation of level-set sparse field algorithm. ICIP (2012)
Thomas Dietenbeck, Martino Alessandrini, Daniel Barbosa, Jan D'hooge, Denis Friboulet, Olivier Bernard
Detection of the whole myocardium in 2D-echocardiography for multiple orientations using a geometrically constrained level-set. Medical Image Anal. 16 (2) (2012)
Daniel Barbosa, Thomas Dietenbeck, Brecht Heyde, H. Houle, Denis Friboulet, Jan D'hooge, Olivier Bernard
Fast and fully automatic 3D echocardiographic segmentation using B-spline explicit active surfaces. ISBI (2012)
Daniel Barbosa, Thomas Dietenbeck, Denis Friboulet, Jan D'hooge, Olivier Bernard
Real-time region-based segmentation of 3D inhomogeneous objects in medical images. ISBI (2011)
Thomas Dietenbeck, Martino Alessandrini, Daniel Barbosa, Jan D'hooge, Denis Friboulet, Olivier Bernard
Multiview myocardial segmentation in echocardiographic images using a piecewise parametric shape prior. ISBI (2011)
Simona Maggio, Martino Alessandrini, Nicolò Speciale, Olivier Bernard, Didier Vray, Olivier Basset, Michael Unser
Continuous-domain ARMA modeling for ultrasound tissue characterization. ISBI (2011)
Martino Alessandrini, Thomas Dietenbeck, Olivier Basset, Denis Friboulet, Olivier Bernard
Using a geometric formulation of annular-like shape priors for constraining variational level-sets. Pattern Recognit. Lett. 32 (9) (2011)
Daniel Barbosa, Jan D'hooge, Thomas Dietenbeck, Denis Friboulet, Olivier Bernard
Towards real-time 3D region-based segmentation: B-spline explicit active surfaces. ICIP (2011)
Martino Alessandrini, Thomas Dietenbeck, Olivier Basset, Denis Friboulet, Olivier Bernard
Using a geometric formulation of annular-like shape priors for constraining variational level-sets. ICIP (2010)
Thomas Dietenbeck, Martino Alessandrini, Denis Friboulet, Olivier Bernard
Creaseg: A free software for the evaluation of image segmentation algorithms based on level-set. ICIP (2010)
Olivier Bernard, Denis Friboulet
Fast Medical Image Segmentation Through an Approximation of Narrow-Band B-Spline Level-Set and Multiresolution. ISBI (2009)
Basma Touil, Adrian Basarab, Olivier Bernard, Denis Friboulet
Influence of System geometry On Motion Tracking in Echocardiographic Image Sequences. ISBI (2009)
Olivier Bernard, Denis Friboulet, Philippe Thévenaz, Michael Unser
Variational B-Spline Level-Set: A Linear Filtering Approach for Fast Deformable Model Evolution. IEEE Trans. Image Process. 18 (6) (2009)
Basma Touil, Olivier Bernard, Denis Friboulet
Motion decorrelation in echocardiography: Analysis from a realistic simulation. ISBI (2008)
Laurent Saroul, Olivier Bernard, Didier Vray, Denis Friboulet
Prostate segmentation in echographic images: A variational approach using deformable super-ellipse and rayleigh distribution. ISBI (2008)
Olivier Bernard, Denis Friboulet, Philippe Thévenaz, Michael Unser
Variational B-spline level-set method for fast image segmentation. ISBI (2008)
Arnaud Gelas, Olivier Bernard, Denis Friboulet, Rémy Prost
Compactly Supported Radial Basis Functions Based Collocation Method for Level-Set Evolution in Image Segmentation. IEEE Trans. Image Process. 16 (7) (2007)
Olivier Bernard, Basma Touil, Arnaud Gelas, Rémy Prost, Denis Friboulet
A RBF-Based Multiphase Level Set Method for Segmentation in Echocardiography using the Statistics of the Radiofrequency Signal. ICIP (3) (2007)
Olivier Bernard, Basma Touil, Arnaud Gelas, Rémy Prost, Denis Friboulet
Segmentation of Myocardial Regions in Echocardiography Using the Statistics of the Radio-Frequency Signal. FIMH (2007)
Arnaud Gelas, Joël Schaerer, Olivier Bernard, Denis Friboulet, Patrick Clarysse, Isabelle E. Magnin, Rémy Prost
Radial Basis Functions Collocation Methods for Model Based Level-Set Segmentation. ICIP (2) (2007)
Igor Dydenko, Fadi Jamal, Olivier Bernard, Jan D'hooge, Isabelle E. Magnin, Denis Friboulet
A level set framework with a shape and motion prior for segmentation and region tracking in echocardiography. Medical Image Anal. 10 (2) (2006)
Olivier Bernard, Jan D'hooge, Denis Friboulet
Segmentation of echocardiographic images based on statistical modelling of the radio-frequency signal. EUSIPCO (2006)
Olivier Bernard, Jan D'hooge, Denis Friboulet
Statistical modeling of the radio-frequency signal in echocardiographic images based on generalized Gaussian distribution. ISBI (2006)