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Deep learning interpretation of echocardiograms

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 learning appli...

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Detalles Bibliográficos
Autores principales: Ghorbani, Amirata, Ouyang, David, Abid, Abubakar, He, Bryan, Chen, Jonathan H., Harrington, Robert A., Liang, David H., Ashley, Euan A., Zou, James Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6981156/
https://www.ncbi.nlm.nih.gov/pubmed/31993508
http://dx.doi.org/10.1038/s41746-019-0216-8