Automated system for classification of COVID-19 infection from lung CT images based on machine learning and deep learning techniques

The objectives of our proposed study were as follows: First objective is to segment the CT images using a k-means clustering algorithm for extracting the region of interest and to extract textural features using gray level co-occurrence matrix (GLCM). Second objective is to implement machine learnin...

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Detalles Bibliográficos
Autores principales: Guhan, Bhargavee, Almutairi, Laila, Sowmiya, S., Snekhalatha, U., Rajalakshmi, T., Aslam, Shabnam Mohamed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579174/
https://www.ncbi.nlm.nih.gov/pubmed/36257964
http://dx.doi.org/10.1038/s41598-022-20804-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579174/
https://www.ncbi.nlm.nih.gov/pubmed/36257964
http://dx.doi.org/10.1038/s41598-022-20804-5

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