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A computer-aided diagnosis system for the classification of COVID-19 and non-COVID-19 pneumonia on chest X-ray images by integrating CNN with sparse autoencoder and feed forward neural network

Several infectious diseases have affected the lives of many people and have caused great dilemmas all over the world. COVID-19 was declared a pandemic caused by a newly discovered virus named Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) by the World Health Organisation in 2019. RT-PC...

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Detalles Bibliográficos
Autores principales: J.L., Gayathri, Abraham, Bejoy, M.S., Sujarani, Nair, Madhu S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8668604/
https://www.ncbi.nlm.nih.gov/pubmed/34971978
http://dx.doi.org/10.1016/j.compbiomed.2021.105134