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COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios

Background and Objective:The COVID-19 can cause severe pneumonia and is estimated to have a high impact on the healthcare system. Early diagnosis is crucial for correct treatment in order to possibly reduce the stress in the healthcare system. The standard image diagnosis tests for pneumonia are che...

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Detalles Bibliográficos
Autores principales: Pereira, Rodolfo M., Bertolini, Diego, Teixeira, Lucas O., Silla, Carlos N., Costa, Yandre M.G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7207172/
https://www.ncbi.nlm.nih.gov/pubmed/32446037
http://dx.doi.org/10.1016/j.cmpb.2020.105532