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Differentiation of COVID-19 conditions in planar chest radiographs using optimized convolutional neural networks

In this study, an attempt has been made to differentiate Novel Coronavirus-2019 (COVID-19) conditions from healthy subjects in Chest radiographs using a simplified end-to-end Convolutional Neural Network (CNN) model and occlusion sensitivity maps. Early detection and faster automated screening of th...

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Detalles Bibliográficos
Autores principales: Govindarajan, Satyavratan, Swaminathan, Ramakrishnan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7647189/
https://www.ncbi.nlm.nih.gov/pubmed/34764563
http://dx.doi.org/10.1007/s10489-020-01941-8

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