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Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms.

, , , , , , , , , and . DLMIA/ML-CDS@MICCAI, volume 10553 of Lecture Notes in Computer Science, page 100-108. Springer, (2017)

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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)Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning., , , and . CoRR, (2018)GAN-enhanced Conditional Echocardiogram Generation., , and . CoRR, (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)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)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)Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks., , , , , , , , , and 2 other author(s). Medical Imaging: Image Processing, volume 10133 of SPIE Proceedings, page 101330S. SPIE, (2017)Variational Mandible Shape Completion for Virtual Surgical Planning., , , , and . CoRR, (2019)Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior., , , , , , , , and . ISBI, page 649-652. IEEE, (2019)A Study into Echocardiography View Conversion., , , , and . CoRR, (2019)