Browsing by Subject "ultrasound image analysis"
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Article
Evaluation of the risk of stroke with confidence predictions based on ultrasound carotid image analysis
(2012)Conformal Predictors (CPs) are Machine Learning algorithms that can provide reliable confidence measures to their predictions. In this work, we make use of the Conformal Prediction framework for the assessment of stroke ...
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Article
Prediction of high-risk asymptomatic carotid plaques based on ultrasonic image features
(2012)Carotid plaques have been associated with ipsilateral neurological symptoms. High-resolution ultrasound can provide information not only on the degree of carotid artery stenosis but also on the characteristics of the ...