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
Autores principales: Hughes, J Weston, Yuan, Neal, He, Bryan, Ouyang, Jiahong, Ebinger, Joseph, Botting, Patrick, Lee, Jasper, Theurer, John, Tooley, James E., Nieman, Koen, Lungren, Matthew P., Liang, David H., Schnittger, Ingela, Chen, Jonathan H., Ashley, Euan A., Cheng, Susan, Ouyang, David, Zou, James Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Research Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8524103/
https://www.ncbi.nlm.nih.gov/pubmed/34656880
http://dx.doi.org/10.1016/j.ebiom.2021.103613

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