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This paper deals with the novel risk stratification framework for carotid artery disease which is under development in the TAXINOMISIS project. TAXINOMISIS aims to establish a multimodal strategy, integrating big data and advanced modeling approaches, in order to improve the stratification and management of patients with carotid artery disease, who are at risk for manifesting cerebrovascular events such as stroke.doi:10.5281/zenodo.3250574 fatcat:sc5c2evdizgm7hht2vhbk6htdy