A multi-task pipeline with specialized streams for classification and segmentation of infection manifestations in COVID-19 scans

We are concerned with the challenge of coronavirus disease (COVID-19) detection in chest X-ray and Computed Tomography (CT) scans, and the classification and segmentation of related infection manifestations. Even though it is arguably not an established diagnostic tool, using machine learning-based...

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Detalles Bibliográficos
Autores principales: El-bana, Shimaa, Al-Kabbany, Ahmad, Sharkas, Maha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Bioinformatics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924532/
https://www.ncbi.nlm.nih.gov/pubmed/33816954
http://dx.doi.org/10.7717/peerj-cs.303

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924532/
https://www.ncbi.nlm.nih.gov/pubmed/33816954
http://dx.doi.org/10.7717/peerj-cs.303

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