Deep learning interpretation of echocardiograms

Abstract Echocardiography uses ultrasound technology to capture high temporal and spatial resolution images of the heart and surrounding structures, and is the most common imaging modality in cardiovascular medicine. Using convolutional neural networks on a large new dataset, we show that deep learn...

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Bibliographic Details
Main Authors: Amirata Ghorbani, David Ouyang, Abubakar Abid, Bryan He, Jonathan H. Chen, Robert A. Harrington, David H. Liang, Euan A. Ashley, James Y. Zou
Format: Article
Language:English
Published: Nature Publishing Group 2020-01-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-019-0216-8