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The Impact of Novel Reconstruction Algorithms on Calcium Scoring: Results on a Dedicated Cardiac CT Scanner

Contemporary reconstruction algorithms yield the potential of reducing radiation exposure by denoising coronary computed tomography angiography (CCTA) datasets. We aimed to assess the reliability of coronary artery calcium score (CACS) measurements with an advanced adaptive statistical iterative rec...

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Autores principales: Vecsey-Nagy, Milán, Jokkel, Zsófia, Jermendy, Ádám Levente, Nagy, Martin, Boussoussou, Melinda, Vattay, Borbála, Kolossváry, Márton, Csobay-Novák, Csaba, Amin-Spector, Sigal, Merkely, Béla, Szilveszter, Bálint
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955482/
https://www.ncbi.nlm.nih.gov/pubmed/36832277
http://dx.doi.org/10.3390/diagnostics13040789
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author Vecsey-Nagy, Milán
Jokkel, Zsófia
Jermendy, Ádám Levente
Nagy, Martin
Boussoussou, Melinda
Vattay, Borbála
Kolossváry, Márton
Csobay-Novák, Csaba
Amin-Spector, Sigal
Merkely, Béla
Szilveszter, Bálint
author_facet Vecsey-Nagy, Milán
Jokkel, Zsófia
Jermendy, Ádám Levente
Nagy, Martin
Boussoussou, Melinda
Vattay, Borbála
Kolossváry, Márton
Csobay-Novák, Csaba
Amin-Spector, Sigal
Merkely, Béla
Szilveszter, Bálint
author_sort Vecsey-Nagy, Milán
collection PubMed
description Contemporary reconstruction algorithms yield the potential of reducing radiation exposure by denoising coronary computed tomography angiography (CCTA) datasets. We aimed to assess the reliability of coronary artery calcium score (CACS) measurements with an advanced adaptive statistical iterative reconstruction (ASIR-CV) and model-based adaptive filter (MBAF2) designed for a dedicated cardiac CT scanner by comparing them to the gold-standard filtered back projection (FBP) calculations. We analyzed non-contrast coronary CT images of 404 consecutive patients undergoing clinically indicated CCTA. CACS and total calcium volume were quantified and compared on three reconstructions (FBP, ASIR-CV, and MBAF2+ASIR-CV). Patients were classified into risk categories based on CACS and the rate of reclassification was assessed. Patients were categorized into the following groups based on FBP reconstructions: 172 zero CACS, 38 minimal (1–10), 87 mild (11–100), 57 moderate (101–400), and 50 severe (400<). Overall, 19/404 (4.7%) patients were reclassified into a lower-risk group with MBAF2+ASIR-CV, while 8 additional patients (27/404, 6.7%) shifted downward when applying stand-alone ASIR-CV. The total calcium volume with FBP was 7.0 (0.0–133.25) mm(3), 4.0 (0.0–103.5) mm(3) using ASIR-CV, and 5.0 (0.0–118.5) mm(3) with MBAF2+ASIR-CV (all comparisons p < 0.001). The concomitant use of ASIR-CV and MBAF2 may allow the reduction of noise levels while maintaining similar CACS values as FBP measurements.
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spelling pubmed-99554822023-02-25 The Impact of Novel Reconstruction Algorithms on Calcium Scoring: Results on a Dedicated Cardiac CT Scanner Vecsey-Nagy, Milán Jokkel, Zsófia Jermendy, Ádám Levente Nagy, Martin Boussoussou, Melinda Vattay, Borbála Kolossváry, Márton Csobay-Novák, Csaba Amin-Spector, Sigal Merkely, Béla Szilveszter, Bálint Diagnostics (Basel) Article Contemporary reconstruction algorithms yield the potential of reducing radiation exposure by denoising coronary computed tomography angiography (CCTA) datasets. We aimed to assess the reliability of coronary artery calcium score (CACS) measurements with an advanced adaptive statistical iterative reconstruction (ASIR-CV) and model-based adaptive filter (MBAF2) designed for a dedicated cardiac CT scanner by comparing them to the gold-standard filtered back projection (FBP) calculations. We analyzed non-contrast coronary CT images of 404 consecutive patients undergoing clinically indicated CCTA. CACS and total calcium volume were quantified and compared on three reconstructions (FBP, ASIR-CV, and MBAF2+ASIR-CV). Patients were classified into risk categories based on CACS and the rate of reclassification was assessed. Patients were categorized into the following groups based on FBP reconstructions: 172 zero CACS, 38 minimal (1–10), 87 mild (11–100), 57 moderate (101–400), and 50 severe (400<). Overall, 19/404 (4.7%) patients were reclassified into a lower-risk group with MBAF2+ASIR-CV, while 8 additional patients (27/404, 6.7%) shifted downward when applying stand-alone ASIR-CV. The total calcium volume with FBP was 7.0 (0.0–133.25) mm(3), 4.0 (0.0–103.5) mm(3) using ASIR-CV, and 5.0 (0.0–118.5) mm(3) with MBAF2+ASIR-CV (all comparisons p < 0.001). The concomitant use of ASIR-CV and MBAF2 may allow the reduction of noise levels while maintaining similar CACS values as FBP measurements. MDPI 2023-02-20 /pmc/articles/PMC9955482/ /pubmed/36832277 http://dx.doi.org/10.3390/diagnostics13040789 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Vecsey-Nagy, Milán
Jokkel, Zsófia
Jermendy, Ádám Levente
Nagy, Martin
Boussoussou, Melinda
Vattay, Borbála
Kolossváry, Márton
Csobay-Novák, Csaba
Amin-Spector, Sigal
Merkely, Béla
Szilveszter, Bálint
The Impact of Novel Reconstruction Algorithms on Calcium Scoring: Results on a Dedicated Cardiac CT Scanner
title The Impact of Novel Reconstruction Algorithms on Calcium Scoring: Results on a Dedicated Cardiac CT Scanner
title_full The Impact of Novel Reconstruction Algorithms on Calcium Scoring: Results on a Dedicated Cardiac CT Scanner
title_fullStr The Impact of Novel Reconstruction Algorithms on Calcium Scoring: Results on a Dedicated Cardiac CT Scanner
title_full_unstemmed The Impact of Novel Reconstruction Algorithms on Calcium Scoring: Results on a Dedicated Cardiac CT Scanner
title_short The Impact of Novel Reconstruction Algorithms on Calcium Scoring: Results on a Dedicated Cardiac CT Scanner
title_sort impact of novel reconstruction algorithms on calcium scoring: results on a dedicated cardiac ct scanner
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955482/
https://www.ncbi.nlm.nih.gov/pubmed/36832277
http://dx.doi.org/10.3390/diagnostics13040789
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