Coronary artery calcium quantification using contrast-enhanced dual-energy computed tomography scans in comparison with unenhanced single-energy scans
Creators
- 1. US Food and Drug Administration, CDRH/OSEL/DIDSR, Silver Spring, MD (United States)
- 2. Focal Healthcare Inc., Toronto, ON (Canada)
- 3. National Institutes of Health, Bethesda, MD (United States)
Description
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. (paper)
Availability note (English)
Available from http://dx.doi.org/10.1088/1361-6560/aad9beAdditional details
Identifiers
Publishing Information
- Journal Title
- Physics in Medicine and Biology
- Journal Volume
- 63
- Journal Issue
- 17
- Journal Page Range
- [13 p.]
- ISSN
- 0031-9155
- CODEN
- PHMBA7
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 52003097
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- BIOMEDICAL RADIOGRAPHY; CALCIUM; COMPUTERIZED TOMOGRAPHY; CONTAINERS; CORONARIES; DENSITY; IMAGE PROCESSING; PHANTOMS; RADIATION DOSES
- Descriptors DEC
- ALKALINE EARTH METALS; ARTERIES; BLOOD VESSELS; BODY; CARDIOVASCULAR SYSTEM; DIAGNOSTIC TECHNIQUES; DOSES; ELEMENTS; MEDICINE; METALS; MOCKUP; NUCLEAR MEDICINE; ORGANS; PHYSICAL PROPERTIES; PROCESSING; RADIOLOGY; STRUCTURAL MODELS; TOMOGRAPHY