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Construction of a coronary artery atlas from CT angiography

Medrano-Gracia, Pau (author)
Dept. Anatomy with Radiology, University of Auckland, New Zealand
Ormiston, John (author)
Auckland Heart Group, Auckland, New Zealand
Webster, Mark (author)
Auckland City Hospital, Auckland, New Zealand
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Beier, Susann (author)
Dept. Anatomy with Radiology, University of Auckland, New Zealand
Ellis, Chris (author)
Auckland Heart Group, Auckland, New Zealand
Wang, Chunliang, 1980- (author)
Linköpings universitet,Avdelningen för radiologiska vetenskaper,Hälsouniversitetet,Centrum för medicinsk bildvetenskap och visualisering, CMIV
Young, Alistair A (author)
Dept. Anatomy with Radiology, University of Auckland, New Zealand
Cowan, Brett R (author)
Dept. Anatomy with Radiology, University of Auckland, New Zealand
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Dept Anatomy with Radiology, University of Auckland, New Zealand Auckland Heart Group, Auckland, New Zealand (creator_code:org_t)
Cham : Springer, 2014
2014
English.
In: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014. - Cham : Springer. ; , s. 513-520
  • Conference paper (peer-reviewed)
Abstract Subject headings
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  • Describing the detailed statistical anatomy of the coronary artery tree is important for determining the ætiology of heart disease. A number of studies have investigated geometrical features and have found that these correlate with clinical outcomes, e.g. bifurcation angle with major adverse cardiac events. These methodologies were mainly two-dimensional, manual and prone to inter-observer variability, and the data commonly relates to cases already with pathology. We propose a hybrid atlasing methodology to build a population of computational models of the coronary arteries to comprehensively and accurately assess anatomy including 3D size, geometry and shape descriptors. A random sample of 122 cardiac CT scans with a calcium score of zero was segmented and analysed using a standardised protocol. The resulting atlas includes, but is not limited to, the distributions of the coronary tree in terms of angles, diameters, centrelines, principal component shape analysis and cross-sectional contours. This novel resource will facilitate the improvement of stent design and provide a reference for hemodynamic simulations, and provides a basis for large normal and pathological databases.

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Medicinteknik -- Medicinsk bildbehandling (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Medical Engineering -- Medical Image Processing (hsv//eng)
NATURVETENSKAP  -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Probability Theory and Statistics (hsv//eng)

Keyword

Coronary compute tomographic angiography
major adverse cardiac event
stent design
bifurcation angle
coronary artery tree

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