AneuRisk65: a dataset of three-dimensional cerebral vascular geometries


Statistical learning
Computational Medicine for the Cardiocirculatory System
AneuRisk65: a dataset of three-dimensional cerebral vascular geometries
Monday 7th October 2013
Sangalli, L.M.; Secchi, P.; Vantini, S.
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We describe AneuRisk65 data, obtained from image reconstruction of three-dimensional cerebral angiographies. This dataset was collected for the study of the aneurysmal pathology, within the AneuRisk Project. It includes the geometrical reconstructions of one of the main cerebral vessels, the Inner Carotid Artery, described in terms of the vessel centreline and of the vessel radius profile. We briefly illustrate the data derivation and processing, explaining various aspects that are of interest for this applied problem, while also discussing the peculiarities and critical issues concerning the definition of phase and amplitude variabilities for these three-dimensional functional data.
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Laura M. Sangalli, Piercesare Secchi, Simone Vantini (2014), AneuRisk65: A dataset of three-dimensional cerebral vascular geometries, Electronic Journal of Statistics, Special Section on "Statistics of Time Warpings and Phase Variations", Vol. 8, No. 2, 1879-1890.