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Automatic Assessment of 3D Coronary Artery Distensibility from Time-Resolved Coronary CT Angiography

Authors :
Ahmed Hamimi
Ahmed M. Ghanem
Khaled Z. Abd-Elmoniem
Ahmed M. Gharib
Source :
EMBC, Publons
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

Measuring coronary artery distensibility can determine the arterial remodeling type, arterial wall inflammation, and atherosclerotic plaques in early stage even before any observed narrowing in the lumen. This is crucial to promote an appropriate, preventive, and effective treatment. This study introduces a framework for calculating the 3D distensibility of the left coronary artery (LCA) from time-resolved coronary computerized tomography angiography (CCTA) images. Vesselness, region growing, and level sets are utilized for segmenting the LCA lumen in the systole and diastole CCTA time frames. The segmented arteries are then analyzed and registered using computational geometry to calculate the changes in the lumen cross-section areas between both time frames. In-vivo validation of the framework performance was accomplished against that of two radiologists and their consensus. Results demonstrate that the framework was accurate and reliable tool for measuring the coronary arteries distensibility.

Details

Database :
OpenAIRE
Journal :
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Accession number :
edsair.doi.dedup.....682ed13e408334e19070549e46376d44
Full Text :
https://doi.org/10.1109/embc.2019.8856732