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Identifying Coronary Artery Calcification on Non-gated Computed Tomography Scans
Published on: August 28, 2018
Automatic determination of differential coronary artery motion minima for cardiac computed tomography optimal phase
Jonathan Lessick1, Oliver Klass2, Sabine Wuchenauer2
1Cardiology Department, Rambam Health Care Campus and Technion, Israel Institute of Technology, Haalita Street, Haifa 3109601, Israel.
Insights
A new vessel-specific algorithm improves coronary artery imaging by selecting optimal phases per artery, outperforming standard global methods for better image quality in cardiac CT scans.
Area of Science:
- Cardiovascular Imaging
- Radiology
- Medical Algorithms
Background:
- Optimal phase selection in cardiac computed tomography (CT) for coronary artery evaluation is challenging, particularly at higher heart rates.
- The ideal imaging phase can vary significantly between individual coronary arteries.
- Existing global motion algorithms may not adequately address vessel-specific motion variations.
Purpose of the Study:
- To evaluate a novel vessel-specific algorithm for automatically identifying the minimum motion phase for each coronary artery.
- To compare the image quality achieved by the vessel-specific algorithm against a standard global motion algorithm.
Main Methods:
- 44 patients undergoing 256-slice cardiac CT for chest pain evaluation were included.
- A novel vessel-specific algorithm was developed to calculate minimum motion phases for each of the three main coronary arteries separately.
- Image quality was blindly assessed by two readers, with median scores compared using the Wilcoxon signed rank test.
Main Results:
- The vessel-specific algorithm yielded significantly higher mean image quality scores (4.0 ± 0.61) compared to the global phase selection (3.80 ± 0.69; P < .001).
- Significant variation in optimal phases was observed between coronary arteries within the same patient (5.0 ± 4.5% for end-systole, 4.8 ± 4.1% for mid-diastole).
- The vessel-specific approach resulted in superior image quality for 46 out of 122 evaluated coronary arteries.
Conclusions:
- Optimal image quality for all three coronary arteries necessitates the use of multiple, distinct phases.
- A vessel-specific phase selection algorithm demonstrates superior performance compared to standard global phase selection methods in cardiac CT.
- This approach enhances diagnostic accuracy by providing clearer visualization of individual coronary arteries.
Rationale And Objectives:
Selecting the optimal phase for coronary artery evaluation can be challenging, especially at higher heart rates, given that the optimal phase may differ for each of the coronary arteries. This study aimed to evaluate a novel vessel-specific algorithm which automatically outputs the minimum motion phase per coronary artery.
Materials And Methods:
The study included 44 patients who underwent 256-slice cardiac computed tomography for evaluation of chest pain. End-systolic and mid-diastolic minimal motion phases were automatically calculated by a previously validated global motion algorithm and by a new vessel-specific algorithm which calculates the minimum motion for each of the three main coronary arteries, separately. Two readers blindly evaluated all coronary segments for image quality. Median scores per coronary artery were compared by the Wilcoxon signed rank test.
Results:
The variation, per patient, between the optimal phases of the three coronary arteries was 5.0 ± 4.5% (1%-22%) for end systole and 4.8 ± 4.1% (0%-19%) for mid diastole. The mean image quality scores per coronary artery were 4.0 ± 0.61 for the vessel-specific approach and 3.80 ± 0.69 for the global phase selection (P < .001). Overall, 46 of 122 arteries had a better score with the vessel-specific approach and five with the standard global approach. Interreader agreement was substantial (k = 0.72).
Conclusions:
This study has shown that multiple phases are required to ensure optimal image quality for all three coronary arteries and that a vessel-specific phase selection algorithm achieves superior results to the standard global approach.
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