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Computer-aided diagnosis of COVID-19 from chest X-ray images using histogram-oriented gradient features and Random Forest classifier

The decision-making process is very crucial in healthcare, which includes quick diagnostic methods to monitor and prevent the COVID-19 pandemic disease from spreading. Computed tomography (CT) is a diagnostic tool used by radiologists to treat COVID patients. COVID x-ray images have inherent texture...

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Detalles Bibliográficos
Autores principales: Jawahar, Malathy, Prassanna, J., Ravi, Vinayakumar, Anbarasi, L. Jani, Jasmine, S. Graceline, Manikandan, R., Sekaran, Ramesh, Kannan, Suthendran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9090123/
https://www.ncbi.nlm.nih.gov/pubmed/35572385
http://dx.doi.org/10.1007/s11042-022-13183-6