AneuRisk65: a dataset of three-dimensional cerebral vascular geometries
Keywords
Statistical learning
Computational Medicine for the Cardiocirculatory System
Code:
44/2013
Title:
AneuRisk65: a dataset of three-dimensional cerebral vascular geometries
Date:
Monday 7th October 2013
Author(s):
Sangalli, L.M.; Secchi, P.; Vantini, S.
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Abstract:
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.
This report, or a modified version of it, has been also submitted to, or published on
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.
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.