Texture Analysis for the Classification of Carotid Plaques (original) (raw)

Abstract The objective of this work is to develop a computer aided system which will facilitate the automated characterization of carotid plaques recorded from high resolution ultrasound images for the identification of individuals with asymptomatic carotid stenosis at risk of stroke. The system consists of the following four modules:(i) image standardization,(ii) image segmentation,(iii) feature extraction and selection,(iv) plaque classification.

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