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Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images

COVID-19 frequently provokes pneumonia, which can be diagnosed using imaging exams. Chest X-ray (CXR) is often useful because it is cheap, fast, widespread, and uses less radiation. Here, we demonstrate the impact of lung segmentation in COVID-19 identification using CXR images and evaluate which co...

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Detalles Bibliográficos
Autores principales: Teixeira, Lucas O., Pereira, Rodolfo M., Bertolini, Diego, Oliveira, Luiz S., Nanni, Loris, Cavalcanti, George D. C., Costa, Yandre M. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587284/
https://www.ncbi.nlm.nih.gov/pubmed/34770423
http://dx.doi.org/10.3390/s21217116