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Kevin Ta
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A semi-supervised joint network for simultaneous left ventricular motion tracking and segmentation in 4D echocardiography
K Ta, SS Ahn, JC Stendahl, AJ Sinusas, JS Duncan
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
342020
Unsupervised motion tracking of left ventricle in echocardiography
SS Ahn, K Ta, A Lu, JC Stendahl, AJ Sinusas, JS Duncan
Medical imaging 2020: Ultrasonic imaging and tomography 11319, 196-202, 2020
212020
Flow network tracking for spatiotemporal and periodic point matching: Applied to cardiac motion analysis
N Parajuli, A Lu, K Ta, J Stendahl, N Boutagy, I Alkhalil, M Eberle, ...
Medical image analysis 55, 116-135, 2019
212019
A semi-supervised joint learning approach to left ventricular segmentation and motion tracking in echocardiography
K Ta, SS Ahn, A Lu, JC Stendahl, AJ Sinusas, JS Duncan
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1734-1737, 2020
202020
Multi-frame attention network for left ventricle segmentation in 3d echocardiography
SS Ahn, K Ta, S Thorn, J Langdon, AJ Sinusas, JS Duncan
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
162021
Learning-based regularization for cardiac strain analysis via domain adaptation
A Lu, SS Ahn, K Ta, N Parajuli, JC Stendahl, Z Liu, NE Boutagy, GS Jeng, ...
IEEE transactions on medical imaging 40 (9), 2233-2245, 2021
142021
Learning-based regularization for cardiac strain analysis with ability for domain adaptation
A Lu, N Parajuli, M Zontak, J Stendahl, K Ta, Z Liu, N Boutagy, GS Jeng, ...
arXiv preprint arXiv:1807.04807, 2018
102018
Co-attention spatial transformer network for unsupervised motion tracking and cardiac strain analysis in 3D echocardiography
SS Ahn, K Ta, SL Thorn, JA Onofrey, IH Melvinsdottir, S Lee, J Langdon, ...
Medical Image Analysis 84, 102711, 2023
92023
Efficient two-pass 3-D speckle tracking for ultrasound imaging
GS Jeng, M Zontak, N Parajuli, A Lu, K Ta, AJ Sinusas, JS Duncan, ...
IEEE Access 6, 17415-17428, 2018
82018
Multiparameter analysis of timelapse imaging reveals kinetics of megakaryocytic erythroid progenitor clonal expansion and differentiation
VM Scanlon, EN Thompson, BR Lawton, M Kochugaeva, K Ta, ...
Scientific Reports 12 (1), 16218, 2022
62022
Simultaneous segmentation and motion estimation of left ventricular myocardium in 3d echocardiography using multi-task learning
K Ta, SS Ahn, JC Stendahl, J Langdon, AJ Sinusas, JS Duncan
International Workshop on Statistical Atlases and Computational Models of …, 2021
42021
Shape-regularized unsupervised left ventricular motion network with segmentation capability in 3d+ time echocardiography
K Ta, SS Ahn, JC Stendahl, AJ Sinusas, JS Duncan
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 536-540, 2021
32021
Multi-task Learning for Motion Analysis and Segmentation in 3D Echocardiography
K Ta, SS Ahn, SL Thorn, JC Stendahl, X Zhang, J Langdon, LH Staib, ...
IEEE Transactions on Medical Imaging, 2024
2024
Time-lapse imaging reveals kinetics of megakaryocytic-erythroid progenitor self-renewal and differentiation
V Scanlon, E Thompson, BR Lawton, M Kochugaeva, K Ta, MY Mayday, ...
2022
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