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Fine-Tuned Siamese Network with Modified Enhanced Super-Resolution GAN Plus Based on Low-Quality Chest X-ray Images for COVID-19 Identification

Coronavirus disease has rapidly spread globally since early January of 2020. With millions of deaths, it is essential for an automated system to be utilized to aid in the clinical diagnosis and reduce time consumption for image analysis. This article presents a generative adversarial network (GAN)-b...

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Detalles Bibliográficos
Autores principales: Nneji, Grace Ugochi, Cai, Jingye, Monday, Happy Nkanta, Hossin, Md Altab, Nahar, Saifun, Mgbejime, Goodness Temofe, Deng, Jianhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947640/
https://www.ncbi.nlm.nih.gov/pubmed/35328271
http://dx.doi.org/10.3390/diagnostics12030717