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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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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Elsevier B.V.
2022
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| 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 |