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A new deep learning pipeline to detect Covid-19 on chest X-ray images using local binary pattern, dual tree complex wavelet transform and convolutional neural networks

In this study, which aims at early diagnosis of Covid-19 disease using X-ray images, the deep-learning approach, a state-of-the-art artificial intelligence method, was used, and automatic classification of images was performed using convolutional neural networks (CNN). In the first training-test dat...

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Detalles Bibliográficos
Autores principales: Yasar, Huseyin, Ceylan, Murat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7609830/
https://www.ncbi.nlm.nih.gov/pubmed/34764560
http://dx.doi.org/10.1007/s10489-020-02019-1