Literature DB >> 30101756

Coronary artery calcium quantification using contrast-enhanced dual-energy computed tomography scans in comparison with unenhanced single-energy scans.

Qin Li1, Benjamin P Berman, Tomoe Hagio, Marios A Gavrielides, Rongping Zeng, Berkman Sahiner, Qi Gong, Yuan Fang, Songtao Liu, Nicholas Petrick.   

Abstract

Extracting coronary artery calcium (CAC) scores from contrast-enhanced computed tomography (CT) images using dual-energy (DE) based material decomposition has been shown feasible, mainly through patient studies. However, the quantitative performance of such DE-based CAC scores, particularly per stenosis, is underexamined due to lack of reference standard and repeated scans. In this work we conducted a comprehensive quantitative comparative analysis of CAC scores obtained with DE and compare to conventional unenhanced single-energy (SE) CT scans through phantom studies. Synthetic vessels filled with iodinated blood mimicking material and containing calcium stenoses of different sizes and densities were scanned with a third generation dual-source CT scanner in a chest phantom using a DE coronary CT angiography protocol with three exposures/CTDIvol: auto-mAs/8 mGy (automatic exposure), 160 mAs/20 mGy and 260 mAs/34 mGy and 10 repeats. As a control, a set of vessel phantoms without iodine was scanned using a standard SE CAC score protocol (3 mGy). Calcium volume, mass and Agatston scores were estimated for each stenosis. For DE dataset, image-based three-material decomposition was applied to remove iodine before scoring. Performance of DE-based calcium scores were analyzed on a per-stenosis level and compared to SE-based scores. There was excellent correlation between the DE- and SE-based scores (correlation coefficient r: 0.92-0.98). Percent bias for the calcium volume and mass scores varied as a function of stenosis size and density for both modalities. Precision (coefficient of variation) improved with larger and denser stenoses for both DE- and SE-based calcium scores. DE-based scores (20 mGy and 34 mGy) provided comparable per-stenosis precision to SE-based (3 mGy). Our findings suggest that on a per-stenosis level, DE-based CAC scores from contrast-enhanced CT images can achieve comparable quantification performance to conventional SE-based scores. However, DE-based CAC scoring required more dose compared with SE for high per-stenosis precision so some caution is necessary with clinical DE-based CAC scoring.

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Mesh:

Year:  2018        PMID: 30101756      PMCID: PMC6183065          DOI: 10.1088/1361-6560/aad9be

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  21 in total

1.  Quantitative imaging of element composition and mass fraction using dual-energy CT: three-material decomposition.

Authors:  Xin Liu; Lifeng Yu; Andrew N Primak; Cynthia H McCollough
Journal:  Med Phys       Date:  2009-05       Impact factor: 4.071

2.  Energy-selective reconstructions in X-ray computerized tomography.

Authors:  R E Alvarez; A Macovski
Journal:  Phys Med Biol       Date:  1976-09       Impact factor: 3.609

Review 3.  Coronary artery calcium scanning: past, present, and future.

Authors:  Harvey S Hecht
Journal:  JACC Cardiovasc Imaging       Date:  2015-05

4.  The potential of dual-energy computed tomography for quantitative decomposition of soft tissues to water, protein and lipid in brachytherapy.

Authors:  A Malusek; M Karlsson; M Magnusson; G Alm Carlsson
Journal:  Phys Med Biol       Date:  2013-01-16       Impact factor: 3.609

5.  Two postprocessing CT techniques for determining the composition of trabecular bone.

Authors:  M M Goodsitt; D I Rosenthal; W R Reinus; J Coumas
Journal:  Invest Radiol       Date:  1987-03       Impact factor: 6.016

6.  A Flexible Method for Multi-Material Decomposition of Dual-Energy CT Images.

Authors:  Paulo R S Mendonca; Peter Lamb; Dushyant V Sahani
Journal:  IEEE Trans Med Imaging       Date:  2013-09-16       Impact factor: 10.048

7.  Image-based Material Decomposition with a General Volume Constraint for Photon-Counting CT.

Authors:  Zhoubo Li; Shuai Leng; Lifeng Yu; Zhicong Yu; Cynthia H McCollough
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2015

8.  Dual-energy CT discrimination of iodine and calcium: experimental results and implications for lower extremity CT angiography.

Authors:  David N Tran; Matus Straka; Justus E Roos; Sandy Napel; Dominik Fleischmann
Journal:  Acad Radiol       Date:  2009-02       Impact factor: 3.173

9.  Coronary calcium quantification using contrast-enhanced dual-energy computed tomography scans.

Authors:  Didem Yamak; William Pavlicek; Thomas Boltz; Prasad M Panse; David Frakes; Metin Akay
Journal:  J Appl Clin Med Phys       Date:  2013-05-06       Impact factor: 2.102

10.  Virtual Non-Contrast CT Using Dual-Energy Spectral CT: Feasibility of Coronary Artery Calcium Scoring.

Authors:  Inyoung Song; Jeong Geun Yi; Jeong Hee Park; Sung Mok Kim; Kyung Soo Lee; Myung Jin Chung
Journal:  Korean J Radiol       Date:  2016-04-14       Impact factor: 3.500

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