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Updated: May 11, 2026

Semi-Automatic Graphical Tool for Measuring Coronary Artery Spatially Weighted Calcium Score from Gated Cardiac Computed Tomography Images
Published on: September 22, 2023
Coronary calcium quantification using contrast-enhanced dual-energy computed tomography scans
Didem Yamak1, William Pavlicek, Thomas Boltz
1Systems of Biological and Health Systems Engineering, Ira A. Fulton Schools of Engineering, Arizona State University, Tempe, AZ 85287, USA. dyamak@asu.edu
Dual-energy computed tomography (DECT) can now directly measure coronary calcium burden during contrast imaging. This innovation potentially eliminates the need for a separate noncontrast scan, streamlining cardiac CT exams.
Area of Science:
- Medical Imaging
- Cardiovascular Imaging
- Radiology
Background:
- Conventional cardiac CT requires separate noncontrast scans for calcium quantification and contrast-enhanced scans for angiography.
- Distinguishing coronary calcium from contrast material on enhanced images is challenging.
Purpose of the Study:
- To evaluate dual-energy computed tomography (DECT) for direct coronary calcium burden measurement during contrast-enhanced imaging.
- To eliminate the need for a separate noncontrast scan in cardiac CT examinations.
Main Methods:
- Developed virtual noncontrast images from DECT data to resolve calcium-contrast ambiguity.
- Determined a 130 HU threshold for DECT calcium scoring using linear and logistic regression analyses.
- Validated the method with an in vitro phantom study and an in vivo prospective patient study.
Main Results:
- The logistic regression model identified a threshold accurately detecting calcium's risk for adverse coronary events (2.45% error rate).
- DECT-derived calcium mass and volume scores strongly correlated with conventional Agatston and volume scores (r = 0.98, p < 0.001).
Conclusions:
- DECT enables accurate coronary calcium quantification from contrast-enhanced images.
- A single DECT contrast-enhanced scan can replace two conventional scans for both calcium scoring and coronary angiography, improving efficiency.
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