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Weakly Supervised Deep Learning for Aortic Valve Finite Element Mesh Generation from 3D CT Images.

, , , , , , , and . IPMI, volume 12729 of Lecture Notes in Computer Science, page 637-648. Springer, (2021)

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A Semi-Supervised Joint Learning Approach to Left Ventricular Segmentation and Motion Tracking in Echocardiography., , , , , and . ISBI, page 1734-1737. IEEE, (2020)Multi-frame Attention Network for Left Ventricle Segmentation in 3D Echocardiography., , , , , and . MICCAI (1), volume 12901 of Lecture Notes in Computer Science, page 348-357. Springer, (2021)Patient-Specific Heart Geometry Modeling for Solid Biomechanics Using Deep Learning., , , , , , , , , and 2 other author(s). IEEE Trans. Medical Imaging, 43 (1): 203-215 (January 2024)Learning-Based Regularization for Cardiac Strain Analysis via Domain Adaptation., , , , , , , , , and 2 other author(s). IEEE Trans. Medical Imaging, 40 (9): 2233-2245 (2021)Learning Correspondences of Cardiac Motion from Images Using Biomechanics-Informed Modeling., , , , , and . STACOM@MICCAI, volume 13593 of Lecture Notes in Computer Science, page 13-25. Springer, (2022)Weakly Supervised Deep Learning for Aortic Valve Finite Element Mesh Generation from 3D CT Images., , , , , , , and . IPMI, volume 12729 of Lecture Notes in Computer Science, page 637-648. Springer, (2021)Co-attention spatial transformer network for unsupervised motion tracking and cardiac strain analysis in 3D echocardiography., , , , , , , , and . Medical Image Anal., (2023)A Semi-supervised Joint Network for Simultaneous Left Ventricular Motion Tracking and Segmentation in 4D Echocardiography., , , , and . MICCAI (6), volume 12266 of Lecture Notes in Computer Science, page 468-477. Springer, (2020)Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images., , , , , , , , and . CoRR, (2023)Simultaneous Segmentation and Motion Estimation of Left Ventricular Myocardium in 3D Echocardiography Using Multi-task Learning., , , , , and . STACOM@MICCAI, volume 13131 of Lecture Notes in Computer Science, page 123-131. Springer, (2021)