Journal papers
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H.J. Ling, S. Bru, J. Puig, F. Vixège, S. Mendez, F. Nicoud, P.Y. Courand, O. Bernard and D. Garcia (2024)
Physics-Guided Neural Networks for Intraventricular Vector Flow Mapping,
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, p.71(11):1377-1388; https://arxiv.org/abs/2403.13040
Conference proceedings
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J. Stym-Popper, N. Painchaud, P.Y Courand, C. Rambour, N. Thome and O. Bernard (2025)
DAFTED: Decoupled Asymmetric Fusion of Tabular and Echocardiographic Data for Cardiac Hypertension Diagnosis,
In proceedings of in Medical Imaging with Deep Learning (MIDL'25) https://openreview.net/pdf?id=ghhGImwv07
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A. Judge, T. Judge, N. Duchateau, R.A. Sandler, J.Z. Sokol, O. Bernard and P.M. Jodoin (2024)
Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning,
In proceedings of in the 27th international conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'24) https://arxiv.org/pdf/2406.17902
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H.J. Ling, N. Painchaud, P.Y. Courand, P.M. Jodoin, D. Garcia and O. Bernard (2023)
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?,
In proceedings of in the 12th international conference on Functional Imaging and Modeling of the Heart (FIMH'23) https://arxiv.org/abs/2305.01997