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COVID-19 detection and disease progression visualization: Deep learning on chest X-rays for classification and coarse localization

Chest X-rays are playing an important role in the testing and diagnosis of COVID-19 disease in the recent pandemic. However, due to the limited amount of labelled medical images, automated classification of these images for positive and negative cases remains the biggest challenge in their reliable...

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Detalles Bibliográficos
Autores principales: Zebin, Tahmina, Rezvy, Shahadate
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7486976/
https://www.ncbi.nlm.nih.gov/pubmed/34764549
http://dx.doi.org/10.1007/s10489-020-01867-1