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Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes.

, , , , , , , , and . MICCAI (3), volume 10435 of Lecture Notes in Computer Science, page 302-310. Springer, (2017)

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GAN-enhanced Conditional Echocardiogram Generation., , and . CoRR, (2019)Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning., , , and . CoRR, (2018)Stop Overcomplicating Selective Classification: Use Max-Logit., , , and . CoRR, (2022)TD-GEN: Graph Generation Using Tree Decomposition., , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 5518-5537. PMLR, (2022)Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery., , , , and . MICCAI (5), volume 11768 of Lecture Notes in Computer Science, page 227-235. Springer, (2019)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 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)Towards Better Selective Classification., , , and . ICLR, OpenReview.net, (2023)Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss., , , , , , , , , and 1 other author(s). IEEE Trans. Medical Imaging, 38 (8): 1821-1832 (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)