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Assessment of Coronary Arteries with Photon Counting Detector Computed Tomography: Calcium Scoring and Coronary Computed Tomography Angiography
Linköping University, Department of Health, Medicine and Caring Sciences, Division of Diagnostics and Specialist Medicine. Linköping University, Faculty of Medicine and Health Sciences. Linköping University, Center for Medical Image Science and Visualization (CMIV). Region Östergötland, Center for Diagnostics, Department of Radiology in Linköping.ORCID iD: 0000-0001-5309-0829
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Computed tomography (CT) is widely used to evaluate patients with suspected coronary artery disease (CAD). Coronary artery calcifications (CAC) scoring, of which Agatston score is the most widely used, has been utilized since the 1990s for cardiovascular risk estimation in asymptomatic patients. An AS of 0 strongly correlates with a lack of cardiovascular events over the following 5 years. In stenosis grading, conventional coronary CT angiography (CCTA) has high negative predictive value (NPV) but may overestimate stenosis severity due to limited spatial resolution and blooming artifacts. Photon-counting detector CT (PCD-CT) offers higher spatial resolution, reduced noise, and spectral imaging capabilities that enable virtual monoenergetic images (VMI), virtual non-contrast (VNC), and virtual non-calcium reconstructions, potentially improving diagnostic accuracy.

This thesis aimed to evaluate the reliability, advantages, and limitations of PCD-CT compared with conventional energy-integrating detector CT (EID-CT) in the evaluation of coronary artery disease. In study I and II the correlation and agreement of Agatston score (AS), was evaluated between the two CT systems. In study II and IV the image quality was compared between the two CT systems. Study III investigated how reconstruction parameters affect different plaque component quantification with PCD-CT using ultra high-resolution mode. In study IV the measured grade of stenosis was compared between EID-CT, PCD-CT, using standard resolution mode (SR), with invasive coronary angiography as golden standard.

Study I used data of cadaveric hearts, study II and IV, were based on clinical patient data, while study III used data of SCAPIS (Swedish CArdioPulmonary bioImage Study) study subjects.

The first study showed that the AS, measured on cadaveric hearts, correlated excellently between PCD-CT and EID-CT with high reproducibility, confirming the comparability of the two methods for calcium quantification. The study of AS included in study II confirmed this result. The second study demonstrated that both systems provide high image quality in CCTAs, but that PCD-CT offers sharper calcium delineation as well as lower radiation dose and contrast volume with preserved image quality. The third study showed that in CCTA, reconstruction parameters influence the measured volume of coronary plaques. The fourth study showed that PCD-CT, when using a standard-resolution scan mode, provides diagnostic accuracy equivalent to EID-CT for coronary stenosis assessment, but with superior image quality.

In summary, the thesis demonstrates that PCD-CT provides image quality and quantitative diagnostic results that match or surpass those of conventional CT in the diagnosis of CAD, with potential for improved image sharpness, dose reduction, and more reliable plaque characterization. The studies also highlight the need for careful parameter optimization in CCTA acquisition and reconstruction protocols to improve CAD evaluation as well as segmentation-based plaque analysis tools in PCD-CT.

Abstract [sv]

Datortomografi (DT/CT) används i stor utsträckning för att utvärdera patienter med misstänkt kranskärlssjukdom (CAD). Konventionell kranskärls-DT- angiografi (CCTA) har ett högt negativt prediktivt värde men kan överskatta graden av stenos på grund av begränsad spatial upplösning och så kallade blooming-artefakter. Fotonräknande detektor-CT (PCD-CT) erbjuder högre spatial upplösning, minskat brus och spektrala avbildningsmöjligheter som möjliggör rekonstruktion av virtuella monokromatiska bilder (VMI), virtuella icke-kontrastbilder (VNC) och virtuella icke-kalkbilder, vilket kan förbättra den diagnostiska säkerheten.

Syftet med denna avhandling är att utvärdera tillförlitlighet, fördelar och begränsningar med PCD-CT jämfört med konventionell energi-integrerande detektor-DT (EID-CT) för kranskärlsdiagnostik.

I studie I och II utvärderades korrelation och överensstämmelse av Agatston score (AS), den vanligaste kalciumscore metoden, mellan de två DT-systemen. I studie II och IV jämfördes bildkvalitet mellan systemen. I studie III undersöktes hur rekonstruktionsparametrar påverkar kvantifiering av olika plackkomponenter med PCD-CT i ultrahögupplöst läge (UHR). I studie IV jämfördes graderingen av stenoser mellan EID-CT och PCD-CT, i standardupplösning, med invasiv kranskärlsangiografi som referensmetod. Studie II och IV, kliniska observationsstudier, baserades på kliniska patientdata, medan data från kadaverhjärtan användes i studie I och data från SCAPIS-deltagare i studie III, även dessa studier är observationsstudier. Den första studien visade att AS, uppmätt på kadaverhjärtan, överensstämde utmärkt mellan PCD-CT och EID-CT med hög reproducerbarhet, vilket bekräftar metodernas jämförbarhet för kalcium-scoremätning. Utvärderingen av AS i studie II bekräftade detta resultat. Den andra studien visade att båda systemen ger hög bildkvalitet vid CCTA, men att PCD-CT ger skarpare kalkavgränsning. PCD-CT ger möjlighet att använda lägre stråldos och kontrastmängd. Den tredje studien visade att val av rekonstruktion ”kernel” främst påverkar volymen av icke-förkalkade plackkomponenter, medan snitt tjockleken påverkar volymen av förkalkade plackkomponenter. Den fjärde, jämförande, studien visade att PCD-CT i standardupplösning ger lika hög diagnostisk noggrannhet som EID-CT vid bedömning av kranskärlsstenoser, men med bättre bildkvalitet.

Sammanfattningsvis visar avhandlingen att PCD-CT ger bildkvalitativa- och kvantitativa resultat som motsvarar eller överträffar konventionell DT vid diagnostik av kranskärlssjukdom, med potential för förbättrad bildskärpa, dosreduktion och mer tillförlitlig plackkarakterisering. Studierna betonar också behovet av noggrant val av parametrar för att förbättra CCTA-protokoll för bildtagning och rekonstruktion samt optimering av segmenteringsbaserade verktyg för plackanalys vid PCD-CT.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2026. , p. 85
Series
Linköping University Medical Dissertations, ISSN 0345-0082 ; 2010
Keywords [en]
Computed Tomography, Photon Counting Detector CT, Calcium scoring, Agatston Score, Coronary CT Angiography, Stenos grading, Plaque caracterzation
National Category
Radiology and Medical Imaging
Identifiers
URN: urn:nbn:se:liu:diva-221518DOI: 10.3384/9789181183061ISBN: 9789181183054 (print)ISBN: 9789181183061 (electronic)OAI: oai:DiVA.org:liu-221518DiVA, id: diva2:2041552
Public defence
2026-04-17, Belladonna, Building 511, Campus US, Linköping, 13:00
Opponent
Supervisors
Available from: 2026-02-25 Created: 2026-02-25 Last updated: 2026-02-25Bibliographically approved
List of papers
1. Comparison of the Agatston score acquired with photon-counting detector CT and energy-integrating detector CT: ex vivo study of cadaveric hearts
Open this publication in new window or tab >>Comparison of the Agatston score acquired with photon-counting detector CT and energy-integrating detector CT: ex vivo study of cadaveric hearts
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2022 (English)In: The International Journal of Cardiovascular Imaging, ISSN 1569-5794, E-ISSN 1875-8312, Vol. 38, no 5, p. 1145-1155Article in journal (Refereed) Published
Abstract [en]

The purpose of this study was to compare the correlation and agreement between AS derived from either an energy-integrating detector CT (EID-CT) or a photon-counting detector CT (PCD-CT). Reproducibility was also compared. In total, 26 calcified coronary lesions (from five cadaveric hearts) were identified for inclusion. The hearts were positioned in a chest phantom and scanned in both an EID-CT and a prototype PCD-CT. The EID-CT and PCD-CT acquisition and reconstruction parameters were matched. To evaluate the reproducibility, the phantom was manually repositioned, and an additional scan was performed using both methods. The EID-CT reconstructions were performed using the dedicated calcium score kernel Sa36. The PCD-CT reconstructions were performed with a vendor-recommended kernel (Qr36). Several monoenergetic energy levels (50-150 keV) were evaluated to find the closest match with the EID-CT scans. A semi-automatic evaluation of calcium score was performed on a post-processing multimodality workplace. The best match with Sa36 was PCD-CT Qr36 images, at a monoenergetic level of 72 keV. Statistical analyses showed excellent correlation and agreement. The correlation and agreement with regards to the Agatston score (AS) between the two methods, for each position as well as between the two positions for each method, were assessed with the Spearman s rank correlation. The correlation coefficient, rho, was 0.98 and 0.97 respectively 0.99 and 0.98. The corresponding agreements were investigated by means of Bland-Altman plots. High correlation and agreement was observed between the AS derived from the EID-CT and a PCD-CT. Both methods also demonstrated excellent reproducibility.

Place, publisher, year, edition, pages
Springer, 2022
Keywords
Photon counting detector CT; CT-angiography; Heart; Arteriosclerosis; Calcium; Coronary vessels
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:liu:diva-182359 (URN)10.1007/s10554-021-02494-8 (DOI)000739258200001 ()34988781 (PubMedID)2-s2.0-85122403893 (Scopus ID)
Note

Funding Agencies|Linkoping University; ALF Grants, Region Ostergotland [LIO 899441]

Available from: 2022-01-19 Created: 2022-01-19 Last updated: 2026-02-25Bibliographically approved
2. A prospective study comparing the quality of coronary computed tomography angiography images from photon counting and energy integrating detector systems
Open this publication in new window or tab >>A prospective study comparing the quality of coronary computed tomography angiography images from photon counting and energy integrating detector systems
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2023 (English)In: Acta Radiologica, ISSN 0284-1851, E-ISSN 1600-0455, Vol. 64, no 11, p. 2957-2966Article in journal (Refereed) Published
Abstract [en]

Background: As guidelines endorse the use of computed tomography (CT) for examining coronary artery disease (CAD), it is important to compare the advantages and disadvantages of the novel photon counting detector CT (PCD-CT) technology with the established energy integrating detector CT (EID-CT). Purpose: To compare the image quality of coronary computed tomography angiography (CCTA) and the Agatston scores (AS) derived from EID-CT and PCD-CT. Material and Methods: In this prospective observational study, 28 patients underwent clinical calcium score and CCTA scans on an EID-CTand a PCD-CT scanner. CCTA images were qualitatively analyzed by five observers using visual grading characteristics. The correlation and agreement of the AS were assessed using Spearmans rank correlation and Bland-Altman plots. Results: This qualitative analyses demonstrated a high fraction of " good" or "excellent" ratings for the image criteria in both CT systems. The sharpness of the distal lumen and image quality regarding motion artifacts were rated significantly higher for EID-CT (P < 0.05). However, the sharpness of coronary calcification was rated significantly higher for PCD-CT (P < 0.05). Spearmans rank correlation and Bland-Altman plots showed good correlation (P = 0.95) and agreement regarding the AS between EID-CT and PCD-CT. Conclusion: Both CT systems exhibited high CCTA image quality. The sharpness of calcifications was rated significantly higher for PCD-CT. A good correlation was observed between the AS derived from the two systems.

Place, publisher, year, edition, pages
SAGE PUBLICATIONS LTD, 2023
Keywords
Thorax; CT-angiography; arteriosclerosis; image manipulation/reconstruction
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:liu:diva-198299 (URN)10.1177/02841851231199384 (DOI)001068766400001 ()37735891 (PubMedID)
Note

Funding: We thank Mats Fredriksson, PhD, Forum Ostergotland, Faculty of Medicine, Linkoping, Sweden, who provided help with the statistics. We are grateful to Bente Konst, PhD, Center for Medical Image Science and Visualization (CMIV), Linkoping University, Linkopi; Forum Ostergotland, Faculty of Medicine, Linkoping, Sweden; Center for Medical Image Science and Visualization (CMIV)

Available from: 2023-10-04 Created: 2023-10-04 Last updated: 2026-02-25
3. Effect of Reconstruction Kernel and Virtual Monoenergetic Imaging on Segmentation-Based Measurement of Coronary Plaque Volume With Photon-Counting CT
Open this publication in new window or tab >>Effect of Reconstruction Kernel and Virtual Monoenergetic Imaging on Segmentation-Based Measurement of Coronary Plaque Volume With Photon-Counting CT
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2025 (English)In: Investigative Radiology, ISSN 0020-9996, E-ISSN 1536-0210, Vol. 60, no 9, p. 602-608Article in journal (Refereed) Published
Abstract [en]

Objectives 

Coronary computed tomography angiography is the primary modality for noninvasive assessment of coronary artery disease. Photon-counting computed tomography (PCCT) offers superior spatial resolution and spectral imaging for detailed characterization of atherosclerotic plaques. This study aimed to evaluate the impact of virtual monoenergetic imaging (VMI) energy levels and reconstruction kernels on segmentation-based measurement of plaque volume in individuals with coronary atherosclerosis using PCCT.

Materials and Methods 

Fifty study participants underwent coronary computed tomography angiography with ultra-high-resolution PCCT. Both polyenergetic, 120 kVp (T3D) images and spectral images at varying VMI energy levels were reconstructed using different kernels. Plaque volumes were measured using semiautomated attenuation-based segmentation, adjusting segmentation thresholds for each VMI energy level. In addition, absolute plaque volume measurements were conducted using a coronary phantom simulating different plaque types.

Results 

Using a sharper kernel (Bv64 vs Bv48) significantly increased noncalcified plaque volume measurements (P < 0.005) in study participants, whereas a 0.2-mm slice thickness reduced calcified plaque volumes compared with 0.4 mm (P < 0.005). VMI energy level had no impact on measured volumes. Phantom measurements confirmed significant variability in measured volumes of calcified and noncalcified plaques depending on reconstruction method, as well as a minor effect of VMI level.

Conclusions 

In PCCT, the reconstruction kernel predominantly affects noncalcified coronary plaque quantification, whereas slice thickness mainly impacts calcified plaque volumes. In study participants, measured plaque volumes were not affected by VMI energy level when energy-specific segmentation thresholds were used, although a minor effect of VMI was observed in the phantom model.

Place, publisher, year, edition, pages
Ovid Technologies (Wolters Kluwer Health), 2025
National Category
Radiology and Medical Imaging
Identifiers
urn:nbn:se:liu:diva-212955 (URN)10.1097/rli.0000000000001167 (DOI)001542319100002 ()40009728 (PubMedID)2-s2.0-105001990406 (Scopus ID)
Note

Funding Agencies|Heart-Lung Foundation (Hjart-Lungfonden)

Available from: 2025-04-11 Created: 2025-04-11 Last updated: 2026-02-25
4. Diagnostic accuracy of energy-integrating and standard-resolution photon counting detector CT for coronary artery stenosis grading in CCTA: A comparative study
Open this publication in new window or tab >>Diagnostic accuracy of energy-integrating and standard-resolution photon counting detector CT for coronary artery stenosis grading in CCTA: A comparative study
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2026 (English)In: Journal of Cardiovascular Computed Tomography, ISSN 1934-5925Article in journal (Refereed) Epub ahead of print
Abstract [en]

Background: Coronary CT angiography (CCTA) is a key non-invasive tool for evaluating coronary artery disease (CAD). While energy-integrating detector CT (EID-CT) offers high negative predictive value (NPV), its positive predictive value (PPV) is limited in heavily calcified vessels. Photon-counting detector CT (PCD-CT), with higher spatial resolution and reduced blooming, may enhance diagnostic performance. Current PCD-CT systems provide both standard-resolution (SR) and ultra-high-resolution (UHR) modes, but the clinical impact of these modes remains under investigation.

Objectives: To compare the diagnostic accuracy and image quality of SR-PCD-CT versus EID-CT in quantifying coronary stenosis, using quantitative coronary angiography (QCA) as reference. Materials and methods: In this prospective, single-centre study, 21 patients (5 women, mean age 71.5 years) with suspected CAD underwent CCTA with both EID-CT and SR-PCD-CT prior to QCA. A total of 301 coronary segments were assessed for stenosis severity, with ≥50 % stenosis deemed significant. Image quality was graded using a 5-point scale. 

Results: No significant differences in percentage diameter stenosis (%DS) were found between imaging techniques (p = 0.20). Both EID-CT and SR-PCD-CT showed good agreement with QCA (AUC: PCD-CT 0.89, EID-CT 0.86). Specificity and NPV were high for both; sensitivity and PPV were moderate. SR-PCD-CT yielded higher image quality compared to EID-CT (p < 0.001).

Conclusions: In standard resolution mode, PCD-CT offers excellent image quality for quantifying coronary stenosis at comparable diagnostic accuracy compared to EID-CT

Place, publisher, year, edition, pages
Elsevier, 2026
Keywords
PCD-CT, CCTA, CAD, Stenosis assessment, Image quality
National Category
Medical Imaging
Identifiers
urn:nbn:se:liu:diva-221516 (URN)10.1016/j.jcct.2026.01.003 (DOI)41611615 (PubMedID)
Available from: 2026-02-25 Created: 2026-02-25 Last updated: 2026-03-10Bibliographically approved

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4041424344454643 of 96
CiteExportLink to record
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