Emerging Feature Extraction Techniques for Machine Learning-Based Classification of Carotid Artery Ultrasound Images

Plaque deposits in the carotid artery are the major cause of stroke and atherosclerosis. Ultrasound imaging is used as an early indicator of disease progression. Classification of the images to identify plaque presence and intima-media thickness (IMT) by machine learning algorithms requires features...

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Detalles Bibliográficos
Autores principales: Latha, S., Muthu, P., Dhanalakshmi, Samiappan, Kumar, R., Lai, Khin Wee, Wu, Xiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9119795/
https://www.ncbi.nlm.nih.gov/pubmed/35602622
http://dx.doi.org/10.1155/2022/1847981

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9119795/
https://www.ncbi.nlm.nih.gov/pubmed/35602622
http://dx.doi.org/10.1155/2022/1847981

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