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Fast and accurate view classification of echocardiograms using deep learning

Echocardiography is essential to cardiology. However, the need for human interpretation has limited echocardiography’s full potential for precision medicine. Deep learning is an emerging tool for analyzing images but has not yet been widely applied to echocardiograms, partly due to their complex mul...

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Detalles Bibliográficos
Autores principales: Madani, Ali, Arnaout, Ramy, Mofrad, Mohammad, Arnaout, Rima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6395045/
https://www.ncbi.nlm.nih.gov/pubmed/30828647
http://dx.doi.org/10.1038/s41746-017-0013-1