Improving ultrasound video classification: an evaluation of novel deep learning methods in echocardiography.
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Daniel Rueckert | James P. Howard | Jamil Mayet | Jeremy Tan | Peter McCartney | Massoud Zolgharni | Graham D. Cole | Darrel P. Francis | Matthew J. Shun-Shin | Dina Mahdi | Alexandra N. Nowbar | Ahran D. Arnold | Yousif Ahmad | Nick Linton | Nilesh Sutaria | Bushra Rana | D. Rueckert | J. Mayet | D. Francis | M. Zolgharni | G. Cole | A. Arnold | M. Shun-shin | J. Howard | N. Linton | A. Nowbar | Y. Ahmad | Jeremy Tan | N. Sutaria | Dina Mahdi | Peter McCartney | B. Rana
[1] Lorenzo Torresani,et al. Learning Spatiotemporal Features with 3D Convolutional Networks , 2014, 2015 IEEE International Conference on Computer Vision (ICCV).
[2] Sebastian Thrun,et al. Dermatologist-level classification of skin cancer with deep neural networks , 2017, Nature.
[3] Martín Abadi,et al. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems , 2016, ArXiv.
[4] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[5] Andrew Zisserman,et al. Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[6] Ruzena Bajcsy,et al. Fully Automated Echocardiogram Interpretation in Clinical Practice , 2018, Circulation.
[7] Ramy Arnaout,et al. Fast and accurate view classification of echocardiograms using deep learning , 2018, npj Digital Medicine.
[8] Andrew Y. Ng,et al. CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning , 2017, ArXiv.
[9] François Chollet,et al. Keras: The Python Deep Learning library , 2018 .
[10] Trevor Darrell,et al. Long-term recurrent convolutional networks for visual recognition and description , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[11] Andrew Zisserman,et al. Convolutional Two-Stream Network Fusion for Video Action Recognition , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[12] Qiang Chen,et al. Network In Network , 2013, ICLR.
[13] D. Rueckert,et al. Cardiac Rhythm Device Identification Using Neural Networks , 2019, JACC. Clinical electrophysiology.