COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing

The novel COVID-19 is a global pandemic disease overgrowing worldwide. Computer-aided screening tools with greater sensitivity are imperative for disease diagnosis and prognosis as early as possible. It also can be a helpful tool in triage for testing and clinical supervision of COVID-19 patients. H...

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Detalles Bibliográficos
Autores principales: Hasan, Md. Kamrul, Jawad, Md. Tasnim, Hasan, Kazi Nasim Imtiaz, Partha, Sajal Basak, Masba, Md. Masum Al, Saha, Shumit, Moni, Mohammad Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier Ltd. 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494187/
https://www.ncbi.nlm.nih.gov/pubmed/34642640
http://dx.doi.org/10.1016/j.imu.2021.100709

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494187/
https://www.ncbi.nlm.nih.gov/pubmed/34642640
http://dx.doi.org/10.1016/j.imu.2021.100709

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