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Deep learning evaluation of biomarkers from echocardiogram videos

Background: Laboratory testing is routinely used to assay blood biomarkers to provide information on physiologic state beyond what clinicians can evaluate from interpreting medical imaging. We hypothesized that deep learning interpretation of echocardiogram videos can provide additional value in und...

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Detalles Bibliográficos
Principais autores: J Weston Hughes, Neal Yuan, Bryan He, Jiahong Ouyang, Joseph Ebinger, Patrick Botting, Jasper Lee, John Theurer, James E. Tooley, Koen Nieman, Matthew P. Lungren, David H. Liang, Ingela Schnittger, Jonathan H. Chen, Euan A. Ashley, Susan Cheng, David Ouyang, James Y. Zou
Formato: Artigo
Idioma:Inglês
Publicado: Elsevier 2021-11-01
Series:EBioMedicine
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Acceso en liña:http://www.sciencedirect.com/science/article/pii/S2352396421004060
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