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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-9955482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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