Deep learning evaluation of biomarkers from echocardiogram videos

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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Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:EBioMedicine
Subjects:
Deep learning
Artificial intelligence
Echocardiography
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396421004060

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http://www.sciencedirect.com/science/article/pii/S2352396421004060

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