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Radiographers and COVID-19 pneumonia: Diagnostic performance using CO-RADS

INTRODUCTION: A more structured role of radiographers is advisable to speed up the management of patients with suspected COVID-19. The purpose of our study was to evaluate the diagnostic performance of radiographers in the detection of COVID-19 pneumonia on chest CT using CO-RADS descriptors. METHOD...

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Autores principales: Vicini, S., Panvini, N., Bellini, D., Rengo, M., Ciotola, M., De Vivo, M., Gambaretto, C., Caldon, V., Panno, S., Del Borgo, C., Carbone, I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The College of Radiographers. Published by Elsevier Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8086828/
https://www.ncbi.nlm.nih.gov/pubmed/33975783
http://dx.doi.org/10.1016/j.radi.2021.04.010
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author Vicini, S.
Panvini, N.
Bellini, D.
Rengo, M.
Ciotola, M.
De Vivo, M.
Gambaretto, C.
Caldon, V.
Panno, S.
Del Borgo, C.
Carbone, I.
author_facet Vicini, S.
Panvini, N.
Bellini, D.
Rengo, M.
Ciotola, M.
De Vivo, M.
Gambaretto, C.
Caldon, V.
Panno, S.
Del Borgo, C.
Carbone, I.
author_sort Vicini, S.
collection PubMed
description INTRODUCTION: A more structured role of radiographers is advisable to speed up the management of patients with suspected COVID-19. The purpose of our study was to evaluate the diagnostic performance of radiographers in the detection of COVID-19 pneumonia on chest CT using CO-RADS descriptors. METHODS: CT images of patients who underwent RT-PCR and chest CT due to COVID-19 suspicion between March and July 2020 were analysed retrospectively. Six readers, including two radiologists, two highly experienced radiographers and two less experienced radiographers, independently scored each CT using the CO-RADS lexicon. ROC curves were used to investigate diagnostic accuracy, and Fleiss’κ statistics to evaluate inter-rater agreement. RESULTS: 714 patients (419 men; 295 women; mean age: 64 years ±19SD) were evaluated. CO-RADS> 3 was identified as optimal diagnostic threshold. Highly experienced radiographers achieved an average sensitivity of 58.7% (95%CI: 52.5–64.7), an average specificity of 81.8% (95%CI: 77.9–85.2), and a mean AUC of 0.72 (95%CI: 0.68–0.75). Among less experienced radiographers, an average sensitivity of 56.3% (95%CI: 50.1–62.2) and an average specificity of 81.5% (95%CI: 77.6–84.9) were observed, with a mean AUC of 0.71 (95%CI: 0.68–0.74). Consultant radiologists achieved an average sensitivity of 60.0% (95%CI: 53.7–65.8), an average specificity of 81.7% (95%CI: 77.8–85.1), and a mean AUC of 0.73 (95%CI: 0.70–0.77). CONCLUSION: Radiographers can adequately recognise the classic appearances of COVID-19 on CT, as described by the CO-RADS assessment scheme, in a way comparable to expert radiologists. IMPLICATIONS FOR PRACTICE: Radiographers, as the first healthcare professionals to evaluate CT images in patients with suspected SARS-CoV-2 infection, could diagnose COVID-19 pneumonia by means of a categorical reporting scheme at CT in a reliable way, hence playing a primary role in the early management of these patients.
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spelling pubmed-80868282021-05-03 Radiographers and COVID-19 pneumonia: Diagnostic performance using CO-RADS Vicini, S. Panvini, N. Bellini, D. Rengo, M. Ciotola, M. De Vivo, M. Gambaretto, C. Caldon, V. Panno, S. Del Borgo, C. Carbone, I. Radiography (Lond) Article INTRODUCTION: A more structured role of radiographers is advisable to speed up the management of patients with suspected COVID-19. The purpose of our study was to evaluate the diagnostic performance of radiographers in the detection of COVID-19 pneumonia on chest CT using CO-RADS descriptors. METHODS: CT images of patients who underwent RT-PCR and chest CT due to COVID-19 suspicion between March and July 2020 were analysed retrospectively. Six readers, including two radiologists, two highly experienced radiographers and two less experienced radiographers, independently scored each CT using the CO-RADS lexicon. ROC curves were used to investigate diagnostic accuracy, and Fleiss’κ statistics to evaluate inter-rater agreement. RESULTS: 714 patients (419 men; 295 women; mean age: 64 years ±19SD) were evaluated. CO-RADS> 3 was identified as optimal diagnostic threshold. Highly experienced radiographers achieved an average sensitivity of 58.7% (95%CI: 52.5–64.7), an average specificity of 81.8% (95%CI: 77.9–85.2), and a mean AUC of 0.72 (95%CI: 0.68–0.75). Among less experienced radiographers, an average sensitivity of 56.3% (95%CI: 50.1–62.2) and an average specificity of 81.5% (95%CI: 77.6–84.9) were observed, with a mean AUC of 0.71 (95%CI: 0.68–0.74). Consultant radiologists achieved an average sensitivity of 60.0% (95%CI: 53.7–65.8), an average specificity of 81.7% (95%CI: 77.8–85.1), and a mean AUC of 0.73 (95%CI: 0.70–0.77). CONCLUSION: Radiographers can adequately recognise the classic appearances of COVID-19 on CT, as described by the CO-RADS assessment scheme, in a way comparable to expert radiologists. IMPLICATIONS FOR PRACTICE: Radiographers, as the first healthcare professionals to evaluate CT images in patients with suspected SARS-CoV-2 infection, could diagnose COVID-19 pneumonia by means of a categorical reporting scheme at CT in a reliable way, hence playing a primary role in the early management of these patients. The College of Radiographers. Published by Elsevier Ltd. 2021-11 2021-04-30 /pmc/articles/PMC8086828/ /pubmed/33975783 http://dx.doi.org/10.1016/j.radi.2021.04.010 Text en © 2021 The College of Radiographers. Published by Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Vicini, S.
Panvini, N.
Bellini, D.
Rengo, M.
Ciotola, M.
De Vivo, M.
Gambaretto, C.
Caldon, V.
Panno, S.
Del Borgo, C.
Carbone, I.
Radiographers and COVID-19 pneumonia: Diagnostic performance using CO-RADS
title Radiographers and COVID-19 pneumonia: Diagnostic performance using CO-RADS
title_full Radiographers and COVID-19 pneumonia: Diagnostic performance using CO-RADS
title_fullStr Radiographers and COVID-19 pneumonia: Diagnostic performance using CO-RADS
title_full_unstemmed Radiographers and COVID-19 pneumonia: Diagnostic performance using CO-RADS
title_short Radiographers and COVID-19 pneumonia: Diagnostic performance using CO-RADS
title_sort radiographers and covid-19 pneumonia: diagnostic performance using co-rads
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8086828/
https://www.ncbi.nlm.nih.gov/pubmed/33975783
http://dx.doi.org/10.1016/j.radi.2021.04.010
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