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COVID-19 Lung CT image segmentation using localization and enhancement methods with U-Net

Segmentation of pneumonia lesions from Lung CT images has become vital for diagnosing the disease and evaluating the severity of the patients during the COVID-19 pandemic. Several AI-based systems have been proposed for this task. However, some low-contrast abnormal zones in CT images make the task...

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Detalles Bibliográficos
Autores principales: Ilhan, Ahmet, Alpan, Kezban, Sekeroglu, Boran, Abiyev, Rahib
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Author(s). Published by Elsevier B.V. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9886330/
https://www.ncbi.nlm.nih.gov/pubmed/36743788
http://dx.doi.org/10.1016/j.procs.2023.01.144