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Olivier Bernard

Université Claude Bernard Lyon 1

H指数:39

被引数:7,056

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

时空超声心动图分割中的无监督域适应强化学习

IEEE Transactions on Medical Imaging

IF9.8

2026-05-150

PRE

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

可控潜在扩散模型用于评估心脏分割方法的性能

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

IF0

2026-01-010

PRE

Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning

经食道超声心动图中基于深度学习的节段性纵向应变估计

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-09-040

OAAI

Physics-Guided Neural Networks for Intraventricular Vector Flow Mapping

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2024-11-013

OA

Ultrafast Cardiac Imaging Using Deep Learning for Speckle-Tracking Echocardiography

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2023-12-014

OA

Phase Unwrapping of Color Doppler Echocardiography Using Deep Learning

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2023-08-014

OA

Quality Indexes of the ECG Signal Transmitted Using Optical Wireless Link

IF3.5

2023-05-060

OAAI

Echocardiography Segmentation With Enforced Temporal Consistency

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-10-0130

OA

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

二维超声心动图中的深度学习运动估计: 合成数据集与验证

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-08-0117

OA

A Pipeline for the Generation of Synthetic Cardiac Color Doppler

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2022-03-0110

OA

Physics-constrained intraventricular vector flow mapping by color Doppler

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2021-12-1611

OA

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

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2020-12-0124

OAAI

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

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

IF3.7

2020-12-0154

OAAI

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

2020-12-0132

OAAI

Cardiac Segmentation With Strong Anatomical Guarantees

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-11-0176

OAAI

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

心血管成像相关机器学习评估 (PRIME) 的拟议要求: 美国心脏病学院医疗保健创新委员会审查的清单

JACC-CARDIOVASCULAR IMAGING

IF15.2

2020-09-01146

OAAI

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

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2019-09-01362

OAAI

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

用于自动MRI心脏多结构分割和诊断的深度学习技术: 问题解决了吗？

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2018-11-011.1K

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

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

2018-03-0136

PREAI

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

2018-03-0131

OAAI