Segmentation of echocardiographic images based on statistical modelling of the radio-frequency signal. - Olivier Bernard 001; Jan D'hooge; Denis Friboulet (EUSIPCO, 2006)

Statistical modeling of the radio-frequency signal in echocardiographic images based on generalized Gaussian distribution. - Olivier Bernard 001; Jan D'hooge; Denis Friboulet (ISBI, 2006)

A level set framework with a shape and motion prior for segmentation and region tracking in echocardiography. - Igor Dydenko; Fadi Jamal; Olivier Bernard 001; Jan D'hooge; Isabelle E. Magnin; Denis Friboulet (Medical Image Anal., 2006)

Segmentation of Myocardial Regions in Echocardiography Using the Statistics of the Radio-Frequency Signal. - Olivier Bernard 001; Basma Touil; Arnaud Gelas; Rémy Prost; Denis Friboulet (FIMH, 2007)

A RBF-Based Multiphase Level Set Method for Segmentation in Echocardiography using the Statistics of the Radiofrequency Signal. - Olivier Bernard 001; Basma Touil; Arnaud Gelas; Rémy Prost; Denis Friboulet (ICIP (3), 2007)

Radial Basis Functions Collocation Methods for Model Based Level-Set Segmentation. - Arnaud Gelas; Joël Schaerer; Olivier Bernard 001; Denis Friboulet; Patrick Clarysse; Isabelle E. Magnin; Rémy Prost (ICIP (2), 2007)

Compactly Supported Radial Basis Functions Based Collocation Method for Level-Set Evolution in Image Segmentation. - Arnaud Gelas; Olivier Bernard 001; Denis Friboulet; Rémy Prost (IEEE Trans. Image Process., 2007)

Variational B-spline level-set method for fast image segmentation. - Olivier Bernard 001; Denis Friboulet; Philippe Thévenaz; Michael Unser (ISBI, 2008)

Prostate segmentation in echographic images: A variational approach using deformable super-ellipse and rayleigh distribution. - Laurent Saroul; Olivier Bernard 001; Didier Vray; Denis Friboulet (ISBI, 2008)

Motion decorrelation in echocardiography: Analysis from a realistic simulation. - Basma Touil; Olivier Bernard 001; Denis Friboulet (ISBI, 2008)

Fast Medical Image Segmentation Through an Approximation of Narrow-Band B-Spline Level-Set and Multiresolution. - Olivier Bernard 001; Denis Friboulet (ISBI, 2009)

Influence of System geometry On Motion Tracking in Echocardiographic Image Sequences. - Basma Touil; Adrian Basarab; Olivier Bernard 001; Denis Friboulet (ISBI, 2009)

Variational B-Spline Level-Set: A Linear Filtering Approach for Fast Deformable Model Evolution. - Olivier Bernard 001; Denis Friboulet; Philippe Thévenaz; Michael Unser (IEEE Trans. Image Process., 2009)

Creaseg: A free software for the evaluation of image segmentation algorithms based on level-set. - Thomas Dietenbeck; Martino Alessandrini; Denis Friboulet; Olivier Bernard 001 (ICIP, 2010)

Towards real-time 3D region-based segmentation: B-spline explicit active surfaces. - Daniel Barbosa 001; Jan D'hooge; Thomas Dietenbeck; Denis Friboulet; Olivier Bernard 001 (ICIP, 2011)

Real-time region-based segmentation of 3D inhomogeneous objects in medical images. - Daniel Barbosa 001; Thomas Dietenbeck; Denis Friboulet; Jan D'hooge; Olivier Bernard 001 (ISBI, 2011)

Multiview myocardial segmentation in echocardiographic images using a piecewise parametric shape prior. - Thomas Dietenbeck; Martino Alessandrini; Daniel Barbosa 001; Jan D'hooge; Denis Friboulet; Olivier Bernard 001 (ISBI, 2011)

Continuous-domain ARMA modeling for ultrasound tissue characterization. - Simona Maggio; Martino Alessandrini; Nicolò Speciale; Olivier Bernard 001; Didier Vray; Olivier Basset; Michael Unser (ISBI, 2011)

Using a geometric formulation of annular-like shape priors for constraining variational level-sets. - Martino Alessandrini; Thomas Dietenbeck; Olivier Basset; Denis Friboulet; Olivier Bernard 001 (Pattern Recognit. Lett., 2011)

Simulation of realistic echocardiographic sequences for ground-truth validation of motion estimation. - Martino Alessandrini; Hervé Liebgott; Denis Friboulet; Olivier Bernard 001 (ICIP, 2012)

A rigorous and efficient GPU implementation of level-set sparse field algorithm. - Francesca Galluzzo; Nicolò Speciale; Olivier Bernard 001 (ICIP, 2012)

Fast and fully automatic 3D echocardiographic segmentation using B-spline explicit active surfaces. - Daniel Barbosa 001; Thomas Dietenbeck; Brecht Heyde; Helene Houle; Denis Friboulet; Jan D'hooge; Olivier Bernard 001 (ISBI, 2012)

Monogenic Phase Based Optical Flow Computation for Myocardial Motion Analysis in 3D Echocardiography. - Martino Alessandrini; Hervé Liebgott; Daniel Barbosa 001; Olivier Bernard 001 (STACOM, 2012)

Detection of the whole myocardium in 2D-echocardiography for multiple orientations using a geometrically constrained level-set. - Thomas Dietenbeck; Martino Alessandrini; Daniel Barbosa 001; Jan D'hooge; Denis Friboulet; Olivier Bernard 001 (Medical Image Anal., 2012)

B-Spline Explicit Active Surfaces: An Efficient Framework for Real-Time 3-D Region-Based Segmentation. - Daniel Barbosa 001; Thomas Dietenbeck; Joël Schaerer; Jan D'hooge; Denis Friboulet; Olivier Bernard 001 (IEEE Trans. Image Process., 2012)

Fast Left Ventricle Tracking in 3D Echocardiographic Data Using Anatomical Affine Optical Flow. - Daniel Barbosa 001; Brecht Heyde; Thomas Dietenbeck; Denis Friboulet; Jan D'hooge; Olivier Bernard 001 (FIMH, 2013)

Fast Fully Automatic Segmentation of the Myocardium in 2D Cine MR Images. - Sandro F. Queiros; Daniel Barbosa 001; Brecht Heyde; Pedro Morais; Denis Friboulet; Piet Claus; Olivier Bernard 001; Jan D'hooge (FIMH, 2013)

Medical ultrasound image reconstruction using distributed compressive sampling. - Adrian Basarab; Hervé Liebgott; Olivier Bernard 001; Denis Friboulet; Denis Kouame (ISBI, 2013)

Multiview myocardial tracking in echocardiographic 2D sequences using shape and motion constrained level-set. - Thomas Dietenbeck; Daniel Barbosa 001; Martino Alessandrini; Ruta Jasaityte; Valérie Robesyn; Jan D'hooge; Denis Friboulet; Olivier Bernard 001 (ISBI, 2013)

Myocardial Motion Estimation From Medical Images Using the Monogenic Signal. - Martino Alessandrini; Adrian Basarab; Hervé Liebgott; Olivier Bernard 001 (IEEE Trans. Image Process., 2013)

A Virtual Imaging Platform for Multi-Modality Medical Image Simulation. - Tristan Glatard; Carole Lartizien; Bernard Gibaud; Rafael Ferreira da Silva; Germain Forestier; Frederic Cervenansky; Martino Alessandrini; Hugues Benoit-Cattin; Olivier Bernard 001; Sorina Camarasu-Pop; Nadia Cerezo; Patrick Clarysse; et al. (IEEE Trans. Medical Imaging, 2013)

Blood Velocity Estimation Using Compressive Sensing. - Julien Richy; Denis Friboulet; Adeline Bernard; Olivier Bernard 001; Hervé Liebgott (IEEE Trans. Medical Imaging, 2013)

3D Strain Assessment in Ultrasound (Straus): A Synthetic Comparison of Five Tracking Methodologies. - Mathieu De Craene; Stéphanie Marchesseau; Brecht Heyde; Hang Gao 002; Martino Alessandrini; Olivier Bernard 001; Gemma Piella; Antonio R. Porras; Lennart Tautz; Anja Hennemuth; Adityo Prakosa; Hervé Liebgott; et al. (IEEE Trans. Medical Imaging, 2013)

A level-set approach for tracking objects in image sequences using a level conservation constraint: Application to cardiac sequences. - Thomas Dietenbeck; Daniel Barbosa 001; Martino Alessandrini; Jan D'hooge; Denis Friboulet; Olivier Bernard 001 (ICIP, 2014)

Compressed sensing reconstruction of 3D ultrasound data using dictionary learning. - Oana Lorintiu; Hervé Liebgott; Martino Alessandrini; Olivier Bernard 001; Denis Friboulet (ICIP, 2014)

Generation of ultra-realistic synthetic echocardiographic sequences. - 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 001; et al. (ISBI, 2014)

Real-time 3D interactive segmentation of echocardiographic data through user-based deformation of B-spline explicit active surfaces. - Daniel Barbosa 001; Brecht Heyde; Maja Cikes; Thomas Dietenbeck; Piet Claus; Denis Friboulet; Olivier Bernard 001; Jan D'hooge (Comput. Medical Imaging Graph., 2014)

Whole myocardium tracking in 2D-echocardiography in multiple orientations using a motion constrained level-set. - Thomas Dietenbeck; Daniel Barbosa 001; Martino Alessandrini; Ruta Jasaityte; Valérie Robesyn; Jan D'hooge; Denis Friboulet; Olivier Bernard 001 (Medical Image Anal., 2014)

Fast automatic myocardial segmentation in 4D cine CMR datasets. - Sandro F. Queiros; Daniel Barbosa 001; Brecht Heyde; Pedro Morais; João L. Vilaça; Denis Friboulet; Olivier Bernard 001; Jan D'hooge (Medical Image Anal., 2014)

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. - Martino Alessandrini; Adrian Basarab; Loïc Boussel; Xinxin Guo; André Sérusclat; Denis Friboulet; Denis Kouame; Olivier Bernard 001; Hervé Liebgott (IEEE Trans. Medical Imaging, 2014)

The role of the image phase in cardiac strain imaging. - Martino Alessandrini; Adrian Basarab; Mathieu De Craene; Maxime Sermesant; Hervé Liebgott; Olivier Bernard 001; Jan D'hooge (EUSIPCO, 2015)

Automated Quantification of Myocardial Infarction Using a Hidden Markov Random Field Model and the EM Algorithm. - Magalie Viallon; Joël Spaltenstein; C. de Bourguignon; C. Vandroux; A. Ammor; W. Romero; Olivier Bernard 001; Pierre Croisille; Patrick Clarysse (FIMH, 2015)

Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging. - Martino Alessandrini; Brecht Heyde; Sophie Giffard-Roisin; Herve Delingette; Maxime Sermesant; Pascal Allain; Olivier Bernard 001; Mathieu De Craene; Jan D'hooge (ISBI, 2015)

3D harmonic phase tracking with anatomical regularization. - Yitian Zhou; Olivier Bernard 001; Eric Saloux; Alain Manrique; Pascal Allain; Shérif Makram-Ebeid; Mathieu De Craene (Medical Image Anal., 2015)

A Pipeline for the Generation of Realistic 3D Synthetic Echocardiographic Sequences: Methodology and Open-Access Database. - Martino Alessandrini; Mathieu De Craene; Olivier Bernard 001; Sophie Giffard-Roisin; Pascal Allain; Irina Wächter-Stehle; Jürgen Weese; Eric Saloux; Hervé Delingette; Maxime Sermesant; Jan D'hooge (IEEE Trans. Medical Imaging, 2015)

Compressed Sensing Reconstruction of 3D Ultrasound Data Using Dictionary Learning and Line-Wise Subsampling. - Oana Lorintiu; Hervé Liebgott; Martino Alessandrini; Olivier Bernard 001; Denis Friboulet (IEEE Trans. Medical Imaging, 2015)

Sparse regularization methods in ultrafast ultrasound imaging. - Adrien Besson; Rafael E. Carrillo; Miaomiao Zhang; Denis Friboulet; Olivier Bernard 001; Yves Wiaux; Jean-Philippe Thiran (EUSIPCO, 2016)

Compressed delay-and-sum beamforming for ultrafast ultrasound imaging. - Adrien Besson; Rafael E. Carrillo; Olivier Bernard 001; Yves Wiaux; Jean-Philippe Thiran (ICIP, 2016)

Phase-based registration of cardiac tagged MR images using anatomical deformation model. - Yitian Zhou; Mathieu De Craene; Olivier Bernard 001 (ISBI, 2016)

Phase-Based Registration of Cardiac Tagged MR Images by Incorporating Anatomical Constraints. - Yitian Zhou; Mathieu De Craene; Maxime Sermesant; Olivier Bernard 001 (STACOM@MICCAI, 2016)

Generation of Realistic 4D Synthetic CSPAMM Tagged MR Sequences for Benchmarking Cardiac Motion Tracking Algorithms. - Yitian Zhou; Mathieu De Craene; Oudom Somphone; Maxime Sermesant; Olivier Bernard 001 (SASHIMI@MICCAI, 2016)

Detailed Evaluation of Five 3D Speckle Tracking Algorithms Using Synthetic Echocardiographic Recordings. - Martino Alessandrini; Brecht Heyde; Sandro F. Queiros; Szymon Cygan; Maria Zontak; Oudom Somphone; Olivier Bernard 001; Maxime Sermesant; Hervé Delingette; Daniel Barbosa 001; Mathieu De Craene; Matthew O'Donnell; et al. (IEEE Trans. Medical Imaging, 2016)

Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography. - Olivier Bernard 001; Johan G. Bosch; Brecht Heyde; Martino Alessandrini; Daniel Barbosa 001; Sorina Camarasu-Pop; Frederic Cervenansky; Sébastien Valette; Oana Mirea; Michel Bernier; Pierre-Marc Jodoin; Jaime Santo Domingos; et al. (IEEE Trans. Medical Imaging, 2016)

heartBEATS: A hybrid energy approach for real-time B-spline explicit active tracking of surfaces. - Daniel Barbosa 001; João Pedrosa; Brecht Heyde; Thomas Dietenbeck; Denis Friboulet; Olivier Bernard 001; Jan D'hooge (Comput. Medical Imaging Graph., 2017)

Fast and Fully Automatic Left Ventricular Segmentation and Tracking in Echocardiography Using Shape-Based B-Spline Explicit Active Surfaces. - João Pedrosa; Sandro F. Queiros; Olivier Bernard 001; Jan E. Engvall; Thor Edvardsen; Eike Nagel; Jan D'hooge (IEEE Trans. Medical Imaging, 2017)

Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape models. - Feriel Khellaf; Sarah Leclerc; Jason D. Voorneveld; Raja Sekhar Bandaru; Johan G. Bosch; Olivier Bernard 001 (Image Processing, 2018)

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? - Olivier Bernard 001; Alain Lalande; Clément Zotti; Frederic Cervenansky; Xin Yang 009; Pheng-Ann Heng; Irem Cetin; Karim Lekadir; Oscar Camara 001; Miguel Ángel González Ballester; Gerard Sanroma; Sandy Napel; et al. (IEEE Trans. Medical Imaging, 2018)

A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences From the Same Virtual Patients. - Yitian Zhou; Sophie Giffard-Roisin; Mathieu De Craene; Sorina Camarasu-Pop; Jan D'hooge; Martino Alessandrini; Denis Friboulet; Maxime Sermesant; Olivier Bernard 001 (IEEE Trans. Medical Imaging, 2018)

Cardiac MRI Segmentation with Strong Anatomical Guarantees. - Nathan Painchaud; Youssef Skandarani; Thierry Judge; Olivier Bernard 001; Alain Lalande; Pierre-Marc Jodoin (MICCAI (2), 2019)

Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. - 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; et al. (IEEE Trans. Medical Imaging, 2019)

LU-Net: a multi-task network to improve the robustness of segmentation of left ventriclular structures by deep learning in 2D echocardiography. - 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 001 (CoRR, 2020)

Cardiac Segmentation With Strong Anatomical Guarantees. - Nathan Painchaud; Youssef Skandarani; Thierry Judge; Olivier Bernard 001; Alain Lalande; Pierre-Marc Jodoin (IEEE Trans. Medical Imaging, 2020)

CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. - Thierry Judge; Olivier Bernard 001; Mihaela Porumb; Agisilaos Chartsias; Arian Beqiri; Pierre-Marc Jodoin (MICCAI (8), 2022)

Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation. - Ewan Evain; Yunyun Sun; Khuram Faraz; Damien Garcia; Eric Saloux; Bernhard L. Gerber; Mathieu De Craene; Olivier Bernard 001 (IEEE Trans. Medical Imaging, 2022)

Echocardiography Segmentation With Enforced Temporal Consistency. - Nathan Painchaud; Nicolas Duchateau; Olivier Bernard 001; Pierre-Marc Jodoin (IEEE Trans. Medical Imaging, 2022)

Measurement and Quantification. - Olivier Bernard 001; Bram Ruijsink; Thomas Grenier; Mathieu De Craene (AI and Big Data in Cardiology, 2023)

Extraction of Volumetric Indices from Echocardiography: Which Deep Learning Solution for Clinical Use? - Hang Jung Ling; Nathan Painchaud; Pierre-Yves Courand; Pierre-Marc Jodoin; Damien Garcia; Olivier Bernard 001 (FIMH, 2023)

Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation. - Thierry Judge; Olivier Bernard 001; Woo-Jin Cho Kim; Alberto Gómez 002; Agisilaos Chartsias; Pierre-Marc Jodoin (MICCAI (3), 2023)

Phase Unwrapping of Color Doppler Echocardiography using Deep Learning. - Hang Jung Ling; Olivier Bernard 001; Nicolas Ducros; Damien Garcia (CoRR, 2023)

Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning. - Arnaud Judge; Thierry Judge; Nicolas Duchateau; Roman A. Sandler; Joseph Z. Sokol; Olivier Bernard 001; Pierre-Marc Jodoin (MICCAI (9), 2024)

Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification. - Nathan Painchaud; Pierre-Yves Courand; Pierre-Marc Jodoin; Nicolas Duchateau; Olivier Bernard 001 (CoRR, 2024)

Physics-Guided Neural Networks for Intraventricular Vector Flow Mapping. - Hang Jung Ling; Salomé Bru; Júlia Puig; Florian Vixège; Simon Mendez; Franck Nicoud; Pierre-Yves Courand; Olivier Bernard 001; Damien Garcia (CoRR, 2024)

Uncertainty Propagation for Echocardiography Clinical Metric Estimation via Contour Sampling. - Thierry Judge; Olivier Bernard 001; Woo-Jin Cho Kim; Alberto Gómez 002; Arian Beqiri; Agisilaos Chartsias; Pierre-Marc Jodoin (CoRR, 2025)