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Updated: Feb 13, 2026

Identifying Coronary Artery Calcification on Non-gated Computed Tomography Scans
Published on: August 28, 2018
Quantification of abdominal aortic calcification: Inherent measurement errors in current computed tomography imaging
Ruben V C Buijs1, Eva L Leemans2,3, Marcel Greuter4
1Department of Surgery (Division of Vascular Surgery), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Automated calcium quantification software overestimates aortic calcification volume and mass on computed tomography (CT) scans. Intravascular contrast further reduces accuracy, impacting reliability for clinical use.
Area of Science:
- Radiology
- Medical Imaging Analysis
- Cardiovascular Imaging
Background:
- Coronary calcification quantification software is frequently applied to abdominal aortic calcification on computed tomography (CT) images.
- The reliability and accuracy of these tools for abdominal calcification are not well-established.
- Differences in CT acquisition parameters and the presence of intravascular contrast may influence quantification results.
Purpose of the Study:
- To investigate the impact of CT acquisition parameters and iodine contrast on automated quantification of aortic calcium.
- To assess the accuracy and reliability of existing quantification software in a clinical setting.
Main Methods:
- Automated calcium quantification software assessed calcium scores (volume and mass) on CT scans.
- A thorax phantom with calcifications was imaged using both abdominal and coronary CT protocols.
- Fifty unenhanced and contrast-enhanced clinical abdominal CT scans were analyzed, comparing different Hounsfield Unit (HU) thresholds.
Main Results:
- No significant differences in volume and mass scores were found between abdominal and coronary CT protocols.
- All calcifications were overestimated in volume (0-649%) and mass (0-2619%) compared to physical measurements.
- Significant volume differences were observed between unenhanced and contrast-enhanced CT images, with further mass differences noted at specific thresholds.
Conclusions:
- Calcium scoring on CT angiography tends to significantly overestimate calcification volume and mass, indicating low accuracy and reliability.
- Intravascular contrast further compromises the accuracy of these automated tools.
- Future research using calcium quantification on CT angiography should address these limitations and implement corrective measures for valid outcomes.
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