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Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss.

, , , , , , , , , , and . IEEE Trans. Med. Imaging, 38 (8): 1821-1832 (2019)

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Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography., , , , , , , , , and . DLMIA/ML-CDS@MICCAI, volume 11045 of Lecture Notes in Computer Science, page 65-73. Springer, (2018)A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data., , , , , , , , , and 1 other author(s). DLMIA/ML-CDS@MICCAI, volume 11045 of Lecture Notes in Computer Science, page 29-37. Springer, (2018)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)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)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)On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment., , , , , , , , and . CoRR, (2019)Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss., , , , , , , , , and 1 other author(s). IEEE Trans. Med. Imaging, 38 (8): 1821-1832 (2019)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)Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior., , , , , , , , and . ISBI, page 649-652. IEEE, (2019)