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Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks.

, , , , , , , , , , , и . Medical Imaging: Image Processing, том 10133 из SPIE Proceedings, стр. 101330S. SPIE, (2017)

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Leung Tsang

Maria-Lucia Tsang-Carini

Olivia Tsang

Dominic Tsang

Yue Tsang

 

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Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation., , , , , , и . ASMUS@MICCAI, том 12967 из Lecture Notes in Computer Science, стр. 139-148. Springer, (2021)Class Impression for Data-Free Incremental Learning., , , и . MICCAI (4), том 13434 из Lecture Notes in Computer Science, стр. 320-329. Springer, (2022)Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography., , , , , , , и . ISBI, стр. 110-113. IEEE, (2021)Reciprocal Landmark Detection and Tracking With Extremely Few Annotations., , , , , , и . CVPR, стр. 15170-15179. Computer Vision Foundation / IEEE, (2021)Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks., , , , , , и . MICCAI (2), том 11765 из Lecture Notes in Computer Science, стр. 687-695. Springer, (2019)Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation., , , , и . ISBI, стр. 1264-1268. IEEE, (2021)Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms., , , , , , , и . MICCAI (2), том 11765 из Lecture Notes in Computer Science, стр. 696-704. Springer, (2019)A Study into Echocardiography View Conversion., , , , и . CoRR, (2019)On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment., , , , , , , , и . IEEE Trans. Medical Imaging, 39 (6): 1868-1883 (2020)EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks., , , и . MICCAI (4), том 13434 из Lecture Notes in Computer Science, стр. 360-369. Springer, (2022)