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 | 34 | 2020 |
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 | 21 | 2020 |
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 | 21 | 2020 |
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 | 21 | 2019 |
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 | 16 | 2021 |
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 | 14 | 2021 |
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 | 10 | 2018 |
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 | 9 | 2023 |
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 | 8 | 2018 |
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 | 6 | 2022 |
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 | 4 | 2021 |
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 | 4 | 2021 |
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 |