Performance Analysis of Machine Learning and Deep Learning Architectures on Early Stroke Detection Using Carotid Artery Ultrasound Images.

Atherosclerotic plaque deposit in the carotid artery is used as an early estimate to identify the presence of cardiovascular diseases. Ultrasound images of the carotid artery are used to provide the extent of stenosis by examining the intima-media thickness and plaque diameter. A total of 361 images...

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Publicado en:Frontiers in Aging Neuroscience Vol. 14; pp. 1 - 13
Autores principales: Latha, S., Muthu, P., Lai, Khin Wee, Khalil, Azira, Dhanalakshmi, Samiappan
Formato: computer program diagnostic images equations & formulas research tables/charts Journal Article
Publicado: Frontiers Media S.A. 1/27/2022
Acceso en línea:Ver este registro en EBSCOhost