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COVID-19 Diagnosis in Computerized Tomography (CT) and X-ray Scans Using Capsule Neural Network

This study proposes a deep-learning-based solution (named CapsNetCovid) for COVID-19 diagnosis using a capsule neural network (CapsNet). CapsNets are robust for image rotations and affine transformations, which is advantageous when processing medical imaging datasets. This study presents a performan...

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Detalles Bibliográficos
Autores principales: Akinyelu, Andronicus A., Bah, Bubacarr
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137585/
https://www.ncbi.nlm.nih.gov/pubmed/37189585
http://dx.doi.org/10.3390/diagnostics13081484