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Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection.

, , , , , , , , , , , and . IEEE Trans. Medical Imaging, 36 (1): 40-50 (2017)

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Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View., , , , , , , , , and 2 other author(s). IEEE Trans. Medical Imaging, 36 (6): 1221-1230 (2017)Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography., , , , , , , and . ISBI, page 110-113. IEEE, (2021)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)Class Impression for Data-Free Incremental Learning., , , and . MICCAI (4), volume 13434 of Lecture Notes in Computer Science, page 320-329. Springer, (2022)On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment., , , , , , , , and . CoRR, (2019)Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation., , , , and . ISBI, page 1264-1268. IEEE, (2021)Reciprocal Landmark Detection and Tracking With Extremely Few Annotations., , , , , , and . CVPR, page 15170-15179. Computer Vision Foundation / IEEE, (2021)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)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)