Browsing School of Biomedical Engineering by Subject "adult; aged; Article; cerebrovascular accident; common carotid artery; controlled study; deep learning; female; human; image segmentation; internal carotid artery; major clinical study; male; neuroimaging; risk assessment; ultrasound"

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Attention-Based UNet Deep Learning Model for Plaque Segmentation in Carotid Ultrasound for Stroke Risk Stratification: An Artificial Intelligence Paradigm

Jain, Pankaj K.; Dubey, Abhishek; Saba, Luca; Khanna, Narender N.; Laird, John R.; Nicolaides, Andrew; Fouda, Mostafa M.; Suri, Jasjit S.; Sharma, Neeraj (MDPI, 2022-10)

Stroke and cardiovascular diseases (CVD) significantly affect the world population. The early detection of such events may prevent the burden of death and costly surgery. Conventional methods are neither automated nor ...

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