Retrospective study on the association between carotid plaque stability assessed by ultrasound imaging features and stroke risk

Ultrasound imaging features of carotid plaques (echogenicity, location, length, intraplaque hemorrhage, neovascularization grade, and plaque hardness) are independently associated with stroke risk. These findings support the integration of advanced ultrasound imaging into clinical assessments to improve ischemic stroke risk stratification.