ArticlePloS one2018
Accuracy of Calcium Scoring calculated from contrast-enhanced Coronary Computed Tomography Angiography using a dual-layer spectral CT: A comparison of Calcium Scoring from real and virtual non-contrast data.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Quantification of coronary artery calcium using virtual non-contrast images derived from dual-layer spectral CT.La Radiologia medica · 2026Article
- Impact of BMI, heart rhythm, and heart rate on photon-counting detector virtual coronary calcium scoring.The international journal of cardiovascular imaging · 2025Article
- Coronary Calcium Scoring Using True and Virtual Non-Contrast Reconstructions on Photon-Counting CT with Differing Slice Increment: Impact on Calcium Severity Classifications.Journal of clinical medicine · 2025Article
- Feasibility of virtual non-iodine coronary calcium scoring on dual source photon-counting coronary CT angiography: a dynamic phantom study.European radiology · 2024Article
- Technical principles, benefits, challenges, and applications of photon counting computed tomography in coronary imaging: a narrative review.Cardiovascular diagnosis and therapy · 2024Review
- Virtual Non-Contrast versus True Native in Photon-Counting CT: Stability of Density of Upper Abdominal Organs and Vessels.Diagnostics (Basel, Switzerland) · 2024Article
- Artificial intelligence in coronary artery calcium score: rationale, different approaches, and outcomes.The international journal of cardiovascular imaging · 2024Review
- Virtual non-contrast series of photon-counting detector computed tomography angiography for aortic valve calcium scoring.The international journal of cardiovascular imaging · 2024Article
- Image Characteristics of Virtual Non-Contrast Series Derived from Photon-Counting Detector Coronary CT Angiography-Prerequisites for and Feasibility of Calcium Quantification.Diagnostics (Basel, Switzerland) · 2023Article
- Validation of a Length-Adjusted Abdominal Arterial Calcium Score Method for Contrast-Enhanced CT Scans.Diagnostics (Basel, Switzerland) · 2023Article
- Cardiac Virtual Noncontrast Images for Calcium Quantification with Photon-counting Detector CT.Radiology. Cardiothoracic imaging · 2023Article
- Deep Learning-Based Automated Quantification of Coronary Artery Calcification for Contrast-Enhanced Coronary Computed Tomographic Angiography.Journal of cardiovascular development and disease · 2023Article
- High Coronary Artery Calcium Score Is Associated With Increased Major Adverse Cardiac Events After Liver Transplantation.Transplantation direct · 2023Article
- Feasibility and accuracy of coronary artery calcium score on virtual non-contrast images derived from a dual-layer spectral detector CT: A retrospective multicenter study.Frontiers in cardiovascular medicine · 2023Article
- Application of dual-layer spectral detector computed tomography to evaluate the expression of Ki-67 in colorectal cancer.Journal of the Chinese Medical Association : JCMA · 2022Article
- Dual-energy spectral detector computed tomography differential diagnosis of adrenal adenoma and pheochromocytoma: Changes in the energy level curve, a phenomenon caused by lipid components?Frontiers in endocrinology · 2022Article
- Feasibility of morphological assessment of coronary artery calcification with electrocardiography-gated non-contrast computed tomography: a comparative study with optical coherence tomography.The international journal of cardiovascular imaging · 2021Observational
- Dual-energy CT and coronary imaging.Cardiovascular diagnosis and therapy · 2020Review
- K-edge subtraction imaging for iodine and calcium separation at a compact synchrotron x-ray source.Journal of medical imaging (Bellingham, Wash.) · 2020Article
- Dual-energy Computed Tomography in Coronary Artery Calcium Scoring.Heart views : the official journal of the Gulf Heart AssociationReview
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10 authors.
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Abstract
purposeModern non-invasive evaluation of Coronary Artery Disease (CAD) requires non-contrast low dose Computed Tomography (CT) imaging for determination of Calcium Scoring (CACS) and contrast-enhanced imaging for evaluation of vascular stenosis. Several methods for calculation of CACS from contrast-enhanced images have been proposed before. The main principle for that is generation of virtual non-contrast images by iodine subtraction from a contrast-enhanced spectral CT dataset. However, those techniques have some limitations: Dual-Source CT imaging can lead to increased radiation exposure, and switching of the tube voltage (rapid kVp switching) can be associated with slower rotation speed of the gantry and is thus prone to motion artefacts that are especially critical in cardiac imaging. Both techniques cannot simultaneously acquire spectral data. A novel technique to overcome these difficulties is spectral imaging with a dual-layer detector. After absorption of the lower energetic photons in the first layer, the second layer detects a hardened spectrum of the emitted radiation resulting in registration of two different energy spectra at the same time. The objective of the present investigation was to evaluate the accuracy of virtual non-contrast CACS computed from spectral data in comparison to standard non-contrast imaging.
methodsWe consecutively investigated 20 patients referred to Coronary Computed Tomography Angiography (CCTA) with suspicion of CAD using a Dual-Layer spectral CT system (IQon; Philips Healthcare, The Netherlands). CACS was calculated from both, real- and virtual non-contrast images by certified software for medical use. Correlation analyses for real- and virtual non-contrast images and agreement evaluation with Bland-Altman-Plots were performed.
resultsMean patient age was 57.7 ± 14 years (n = 20). 13 patients (65%) were male. Inter-quartile-range of clinical CACS was 0-448, the mean was 334. Correlation of CACS from real- and virtual non-contrast images was very high (0.94); p < 0.0001. The slope was 2.3 indicating that values from virtual non-contrast images are approximately half of the results obtained from real non-contrast data. Visual analysis of Bland-Altman-Plot shows good accordance of both methods when results from virtual non-contrast data are multiplied by the slope of the logistic regression model (2.3). The acquired power of this results is 0.99.
conclusionDetermination of Calcium Score from contrast enhanced CCTA using spectral imaging with a dual-layer detector is feasible and shows good agreement with the conventional technique when a proportionality factor is applied. The observed difference between both methods is due to an underestimation of plaque volume, and-to an even greater extend -an underestimation of plaque density with the virtual non-contrast approach. Our data suggest that radiation exposure can be reduced through omitting additional native scans for patients referred to CCTA when using a dual-layer spectral system without the usual limitations of dual energy analysis.
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