Olivier Bernard - Publications, H-index & Citations

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Olivier Bernard

Université Claude Bernard Lyon 1

39H-index

256Paper Count

7.1KCitation Count

Published Papers 58

Publication Date

Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation

IEEE Transactions on Medical Imaging

IF9.8

2026-05-15

PREAI

Arnaud Judge; Nicolas Duchateau; Thierry Judge; Roman A. Sandler; Joseph Z. Sokol; Christian Desrosiers; Olivier Bernard; Pierre-Marc Jodoin

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Controllable Latent Diffusion Model to Evaluate the Performance of Cardiac Segmentation Methods

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II

IF0

2026-01-01

PREAI

Deleat-besson, Romain; Goujat, Celia; Bernard, Olivier; Croisille, Pierre; Viaud, Magalie; Duchateau, Nicolas

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Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-09-04

OAAI

Anders Austlid Taskén; Thierry Judge; Erik Andreas Rye Berg; Jinyang Yu; Bjørnar Grenne; Frank Lindseth; Svend Aakhus; Pierre-Marc Jodoin; Nicolas Duchateau; Olivier Bernard; Gabriel Kiss

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Physics-Guided Neural Networks for Intraventricular Vector Flow Mapping

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2024-11-01

OAAI

Ling, Hang Jung; Bru, Salome; Puig, Julia; Vixege, Florian; Mendez, Simon; Nicoud, Franck; Courand, Pierre-Yves; Bernard, Olivier; Garcia, Damien

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Ultrafast Cardiac Imaging Using Deep Learning for Speckle-Tracking Echocardiography

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2023-12-01

OAAI

Lu, Jingfeng; Millioz, Fabien; Varray, Francois; Poree, Jonathan; Provost, Jean; Bernard, Olivier; Garcia, Damien; Friboulet, Denis

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Phase Unwrapping of Color Doppler Echocardiography Using Deep Learning

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2023-08-01

OAAI

Ling, Hang Jung; Bernard, Olivier; Ducros, Nicolas; Garcia, Damien

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Quality Indexes of the ECG Signal Transmitted Using Optical Wireless Link

SENSORS

IF3.5

2023-05-06

OAAI

Chehbani, Amel; Sahuguede, Stephanie; Julien-Vergonjanne, Anne; Bernard, Olivier

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Echocardiography Segmentation With Enforced Temporal Consistency

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-10-01

OAAI

Painchaud, Nathan; Duchateau, Nicolas; Bernard, Olivier; Jodoin, Pierre-Marc

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Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-08-01

OAAI

Evain, Ewan; Sun, Yunyun; Faraz, Khuram; Garcia, Damien; Saloux, Eric; Gerber, Bernhard L.; De Craene, Mathieu; Bernard, Olivier

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A Pipeline for the Generation of Synthetic Cardiac Color Doppler

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2022-03-01

OAAI

Sun, Yunyun; Vixege, Florian; Faraz, Khuram; Mendez, Simon; Nicoud, Franck; Garcia, Damien; Bernard, Olivier

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Physics-constrained intraventricular vector flow mapping by color Doppler

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2021-12-16

OAAI

Vixege, Florian; Berod, Alain; Sun, Yunyun; Mendez, Simon; Bernard, Olivier; Ducros, Nicolas; Courand, Pierre-Yves; Nicoud, Franck; Garcia, Damien

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A Pilot Study on Convolutional Neural Networks for Motion Estimation From Ultrasound Images

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2020-12-01

OAAI

Evain, Ewan; Faraz, Khuram; Grenier, Thomas; Garcia, Damien; De Craene, Mathieu; Bernard, Olivier

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Real-Time Automatic Ejection Fraction and Foreshortening Detection Using Deep Learning

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2020-12-01

OAAI

Smistad, Erik; Ostvik, Andreas; Salte, Ivar Mjaland; Melichova, Daniela; Nguyen, Thuy Mi; Haugaa, Kristina; Brunvand, Harald; Edvardsen, Thor; Leclerc, Sarah; Bernard, Olivier; Grenne, Bjornar; Lovstakken, Lasse

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LU-Net: A Multistage Attention Network to Improve the Robustness of Segmentation of Left Ventricular Structures in 2-D Echocardiography

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2020-12-01

OAAI

Leclerc, Sarah; Smistad, Erik; Ostvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Belhamissi, Mourad; Israilov, Sardor; Grenier, Thomas; Lartizien, Carole; Jodoin, Pierre-Marc; Lovstakken, Lasse; Bernard, Olivier

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Cardiac Segmentation With Strong Anatomical Guarantees

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-11-01

OAAI

Painchaud, Nathan; Skandarani, Youssef; Judge, Thierry; Bernard, Olivier; Lalande, Alain; Jodoin, Pierre-Marc

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Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist Reviewed by the American College of Cardiology Healthcare Innovation Council

JACC-CARDIOVASCULAR IMAGING

IF15.2

2020-09-01

146

OAAI

Sengupta, Partho P.; Shrestha, Sirish; Berthon, Beatrice; Messas, Emmanuel; Donal, Erwan; Tison, Geoffrey H.; Min, James K.; D'hooge, Jan; Voigt, Jens-Uwe; Dudley, Joel; Verjans, Johan W.; Shameer, Khader; Johnson, Kipp; Lovstakken, Lasse; Tabassian, Mahdi; Piccirilli, Marco; Pernot, Mathieu; Yanamala, Naveena; Duchateau, Nicolas; Kagiyama, Nobuyuki; Bernard, Olivier; Slomka, Piotr; Deo, Rahul; Arnaout, Rima

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Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2019-09-01

362

OAAI

Leclerc, Sarah; Smistad, Erik; Pedrosa, Joao; Ostvik, Andreas; Cervenansky, Frederic; Espinosa, Florian; Espeland, Torvald; Berg, Erik Andreas Rye; Jodoin, Pierre-Marc; Grenier, Thomas; Lartizien, Carole; D'hooge, Jan; Lovstakken, Lasse; Bernard, Olivier

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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2018-11-01

1.1K

OAAI

Bernard, Olivier; Lalande, Alain; Zotti, Clement; Cervenansky, Frederick; Yang, Xin; Heng, Pheng-Ann; Cetin, Irem; Lekadir, Karim; Camara, Oscar; Gonzalez Ballester, Miguel Angel; Sanroma, Gerard; Napel, Sandy; Petersen, Steffen; Tziritas, Georgios; Grinias, Elias; Khened, Mahendra; Kollerathu, Varghese Alex; Krishnamurthi, Ganapathy; Rohe, Marc-Michel; Pennec, Xavier; Sermesant, Maxime; Isensee, Fabian; Jaeger, Paul; Maier-Hein, Klaus H.; Full, Peter M.; Wolf, Ivo; Engelhardt, Sandy; Baumgartner, Christian F.; Koch, Lisa M.; Wolterink, Jelmer M.; Isgum, Ivana; Jang, Yeonggul; Hong, Yoonmi; Patravali, Jay; Jain, Shubham; Humbert, Olivier; Jodoin, Pierre-Marc

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Realistic Vendor-Specific Synthetic Ultrasound Data for Quality Assurance of 2-D Speckle Tracking Echocardiography: Simulation Pipeline and Open Access Database

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2018-03-01

PREAI

Alessandrini, Martino; Chakraborty, Bidisha; Heyde, Brecht; Bernard, Olivier; De Craene, Mathieu; Sermesant, Maxime; D'hooge, Jan

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A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences From the Same Virtual Patients

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2018-03-01

OAAI

Zhou, Y.; Giffard-Roisin, S.; De Craene, M.; Camarasu-Pop, S.; D'hooge, J.; Alessandrini, M.; Friboulet, D.; Sermesant, M.; Bernard, O.

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Research Directions