Longitudinal assessment of carotid plaque texture in three-dimensional ultrasound images based on semi-supervised graph-based dimensionality reduction and feature selection

Mingquan Lin
Mingquan Lin
He Cui
He Cui
Weifu Chen
Weifu Chen
Arna van Engelen
Arna van Engelen
M. Reza Azarpazhooh
M. Reza Azarpazhooh
Seyed Mojtaba Sohrevardi
Seyed Mojtaba Sohrevardi

Comp. in Bio. and Med., pp. 1035862020.

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Keywords:
3D ultrasound imagingCarotid atherosclerosisDiscriminative feature selection (DFS)Plaque texturePomegranate therapyMore(1+)

Abstract:

With continuous development of therapeutic options for atherosclerosis, image-based biomarkers sensitive to the effect of new interventions are required to be developed for cost-effective clinical evaluation. Although 3D ultrasound measurement of total plaque volume (TPV) showed the efficacy of high-dose statin, more sensitive biomarkers ...More

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