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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...
Autores principales: | Guhan, Bhargavee, Almutairi, Laila, Sowmiya, S., Snekhalatha, U., Rajalakshmi, T., Aslam, Shabnam Mohamed |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
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 |
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