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DLoG – automatic disc based laplacian of gaussian operator for carotid artery boundary extraction in ultrasound images

Abstract Automatic segmentation of the carotid artery from ultrasound images will provide significant benefit over manual segmentation for assessment and diagnosis of atherosclerosis of the common carotid artery (CCA). The grainy nature of ultrasound images and speckle noise poses several challenges...

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Principais autores: M. Anitha, Arbind Kumar Gupta, Prameetha Pai, Rudramurthy V C
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2026-06-01
Serier:Scientific Reports
Fag:
Ultrasound image segmentation
Laplacian operator
Common carotid artery
Atherosclerosis
Online adgang:https://doi.org/10.1038/s41598-026-43716-0
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