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Extracting Possibly Representative COVID-19 Biomarkers from X-ray Images with Deep Learning Approach and Image Data Related to Pulmonary Diseases

PURPOSE: While the spread of COVID-19 is increased, new, automatic, and reliable methods for accurate detection are essential to reduce the exposure of the medical experts to the outbreak. X-ray imaging, although limited to specific visualizations, may be helpful for the diagnosis. In this study, th...

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Detalles Bibliográficos
Autores principales: Apostolopoulos, Ioannis D., Aznaouridis, Sokratis I., Tzani, Mpesiana A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7221329/
https://www.ncbi.nlm.nih.gov/pubmed/32412551
http://dx.doi.org/10.1007/s40846-020-00529-4