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Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN.

, , , , , , , and . MICCAI (5), volume 11768 of Lecture Notes in Computer Science, page 655-663. Springer, (2019)

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Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation., , , , , , and . ASMUS@MICCAI, volume 12967 of Lecture Notes in Computer Science, page 139-148. Springer, (2021)Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior., , , , , , , , and . ISBI, page 649-652. IEEE, (2019)On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment., , , , , , , , and . IEEE Trans. Medical Imaging, 39 (6): 1868-1883 (2020)Designing lightweight deep learning models for echocardiography view classification., , , , , , , , , and 2 other author(s). Medical Imaging: Image-Guided Procedures, volume 10951 of SPIE Proceedings, page 109510F. SPIE, (2019)Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms., , , , , , , and . MICCAI (2), volume 11765 of Lecture Notes in Computer Science, page 696-704. Springer, (2019)Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks., , , , , , and . MICCAI (2), volume 11765 of Lecture Notes in Computer Science, page 687-695. Springer, (2019)Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model., , , , , and . MICCAI (2), volume 11765 of Lecture Notes in Computer Science, page 705-713. Springer, (2019)Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN., , , , , , , and . MICCAI (5), volume 11768 of Lecture Notes in Computer Science, page 655-663. Springer, (2019)Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training., , , , , , , and . Int. J. Comput. Assist. Radiol. Surg., 14 (6): 1027-1037 (2019)Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN., , , , , , , , , and 4 other author(s). Int. J. Comput. Assist. Radiol. Surg., 15 (5): 877-886 (2020)