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Explainable DCNN based chest X-ray image analysis and classification for COVID-19 pneumonia detection

To speed up the discovery of COVID-19 disease mechanisms by X-ray images, this research developed a new diagnosis platform using a deep convolutional neural network (DCNN) that is able to assist radiologists with diagnosis by distinguishing COVID-19 pneumonia from non-COVID-19 pneumonia in patients...

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Detalles Bibliográficos
Autores principales: Hou, Jie, Gao, Terry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352869/
https://www.ncbi.nlm.nih.gov/pubmed/34373554
http://dx.doi.org/10.1038/s41598-021-95680-6