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Reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies
AIM: To evaluate reproducibility of pulmonary embolism (PE) clot volume quantification using computed tomography pulmonary angiogram (CTPA) in a multicenter setting. METHODS: This study was performed using anonymized data in conformance with HIPAA and IRB Regulations (March 2015-November 2016). Anon...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6205841/ https://www.ncbi.nlm.nih.gov/pubmed/30386497 http://dx.doi.org/10.4329/wjr.v10.i10.124 |
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author | Kaufman, Audrey E Pruzan, Alison N Hsu, Ching Ramachandran, Sarayu Jacobi, Adam Patel, Indravadan Schwocho, Lee Mercuri, Michele F Fayad, Zahi A Mani, Venkatesh |
author_facet | Kaufman, Audrey E Pruzan, Alison N Hsu, Ching Ramachandran, Sarayu Jacobi, Adam Patel, Indravadan Schwocho, Lee Mercuri, Michele F Fayad, Zahi A Mani, Venkatesh |
author_sort | Kaufman, Audrey E |
collection | PubMed |
description | AIM: To evaluate reproducibility of pulmonary embolism (PE) clot volume quantification using computed tomography pulmonary angiogram (CTPA) in a multicenter setting. METHODS: This study was performed using anonymized data in conformance with HIPAA and IRB Regulations (March 2015-November 2016). Anonymized CTPA data was acquired from 23 scanners from 18 imaging centers using each site’s standard PE protocol. Two independent analysts measured PE volumes using a semi-automated region-growing algorithm on an FDA-approved image analysis platform. Total thrombus volume (TTV) was calculated per patient as the primary endpoint. Secondary endpoints were individual thrombus volume (ITV), Qanadli score and modified Qanadli score per patient. Inter- and intra-observer reproducibility were assessed using intra-class correlation coefficient (ICC) and Bland-Altman analysis. RESULTS: Analyst 1 found 72 emboli in the 23 patients with a mean number of emboli of 3.13 per patient with a range of 0-11 emboli per patient. The clot volumes ranged from 0.0041 - 47.34 cm(3) (mean +/- SD, 5.93 +/- 10.15cm(3)). On the second read, analyst 1 found the same number and distribution of emboli with a range of volumes for read 2 from 0.0041 – 45.52 cm(3) (mean +/- SD, 5.42 +/- 9.53cm(3)). Analyst 2 found 73 emboli in the 23 patients with a mean number of emboli of 3.17 per patient with a range of 0-11 emboli per patient. The clot volumes ranged from 0.00459-46.29 cm(3) (mean +/- SD, 5.91 +/- 10.06 cm(3)). Inter- and intra-observer variability measurements indicated excellent reproducibility of the semi-automated method for quantifying PE volume burden. ICC for all endpoints was greater than 0.95 for inter- and intra-observer analysis. Bland-Altman analysis indicated no significant biases. CONCLUSION: Semi-automated region growing algorithm for quantifying PE is reproducible using data from multiple scanners and is a suitable method for image analysis in multicenter clinical trials. |
format | Online Article Text |
id | pubmed-6205841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-62058412018-10-31 Reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies Kaufman, Audrey E Pruzan, Alison N Hsu, Ching Ramachandran, Sarayu Jacobi, Adam Patel, Indravadan Schwocho, Lee Mercuri, Michele F Fayad, Zahi A Mani, Venkatesh World J Radiol Observational Study AIM: To evaluate reproducibility of pulmonary embolism (PE) clot volume quantification using computed tomography pulmonary angiogram (CTPA) in a multicenter setting. METHODS: This study was performed using anonymized data in conformance with HIPAA and IRB Regulations (March 2015-November 2016). Anonymized CTPA data was acquired from 23 scanners from 18 imaging centers using each site’s standard PE protocol. Two independent analysts measured PE volumes using a semi-automated region-growing algorithm on an FDA-approved image analysis platform. Total thrombus volume (TTV) was calculated per patient as the primary endpoint. Secondary endpoints were individual thrombus volume (ITV), Qanadli score and modified Qanadli score per patient. Inter- and intra-observer reproducibility were assessed using intra-class correlation coefficient (ICC) and Bland-Altman analysis. RESULTS: Analyst 1 found 72 emboli in the 23 patients with a mean number of emboli of 3.13 per patient with a range of 0-11 emboli per patient. The clot volumes ranged from 0.0041 - 47.34 cm(3) (mean +/- SD, 5.93 +/- 10.15cm(3)). On the second read, analyst 1 found the same number and distribution of emboli with a range of volumes for read 2 from 0.0041 – 45.52 cm(3) (mean +/- SD, 5.42 +/- 9.53cm(3)). Analyst 2 found 73 emboli in the 23 patients with a mean number of emboli of 3.17 per patient with a range of 0-11 emboli per patient. The clot volumes ranged from 0.00459-46.29 cm(3) (mean +/- SD, 5.91 +/- 10.06 cm(3)). Inter- and intra-observer variability measurements indicated excellent reproducibility of the semi-automated method for quantifying PE volume burden. ICC for all endpoints was greater than 0.95 for inter- and intra-observer analysis. Bland-Altman analysis indicated no significant biases. CONCLUSION: Semi-automated region growing algorithm for quantifying PE is reproducible using data from multiple scanners and is a suitable method for image analysis in multicenter clinical trials. Baishideng Publishing Group Inc 2018-10-28 2018-10-28 /pmc/articles/PMC6205841/ /pubmed/30386497 http://dx.doi.org/10.4329/wjr.v10.i10.124 Text en ©The Author(s) 2018. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. |
spellingShingle | Observational Study Kaufman, Audrey E Pruzan, Alison N Hsu, Ching Ramachandran, Sarayu Jacobi, Adam Patel, Indravadan Schwocho, Lee Mercuri, Michele F Fayad, Zahi A Mani, Venkatesh Reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies |
title | Reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies |
title_full | Reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies |
title_fullStr | Reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies |
title_full_unstemmed | Reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies |
title_short | Reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies |
title_sort | reproducibility of thrombus volume quantification in multicenter computed tomography pulmonary angiography studies |
topic | Observational Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6205841/ https://www.ncbi.nlm.nih.gov/pubmed/30386497 http://dx.doi.org/10.4329/wjr.v10.i10.124 |
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