A robust semantic lung segmentation study for CNN-based COVID-19 diagnosis

This paper aims to diagnose COVID-19 by using Chest X-Ray (CXR) scan images in a deep learning-based system. First of all, COVID-19 Chest X-Ray Dataset is used to segment the lung parts in CXR images semantically. DeepLabV3+ architecture is trained by using the masks of the lung parts in this datase...

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Detalles Bibliográficos
Autor principal: Aslan, Muhammet Fatih
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9595502/
https://www.ncbi.nlm.nih.gov/pubmed/36311473
http://dx.doi.org/10.1016/j.chemolab.2022.104695

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9595502/
https://www.ncbi.nlm.nih.gov/pubmed/36311473
http://dx.doi.org/10.1016/j.chemolab.2022.104695

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