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COVID-19 pulmonary consolidations detection in chest X-ray using progressive resizing and transfer learning techniques

A viral outbreak with a lower respiratory tract febrile illness causes pulmonary syndrome named COVID-19. Pulmonary consolidations developed in the lungs of the patients are imperative factors during prognosis and diagnosis. Existing Deep Learning techniques demonstrate promising results in analyzin...

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Detalles Bibliográficos
Autores principales: Bhatt, Anant, Ganatra, Amit, Kotecha, Ketan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8178060/
https://www.ncbi.nlm.nih.gov/pubmed/34109279
http://dx.doi.org/10.1016/j.heliyon.2021.e07211