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

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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Bibliographic Details
Main Authors: Anant Bhatt, Amit Ganatra, Ketan Kotecha
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Heliyon
Subjects:
COVID-19
Chest X-ray analysis
Pulmonary consolidations
Transfer learning
Progressive resizing
Saliency maps
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844021013141

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http://www.sciencedirect.com/science/article/pii/S2405844021013141

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