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Radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists
BACKGROUND: An alternative approach to the traditional model of radiologists interpreting screening mammography is necessary due to the shortage of radiologists to interpret screening mammograms in many countries. METHODS: We evaluated the performance of 15 Mexican radiographers, also known as radio...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4436872/ https://www.ncbi.nlm.nih.gov/pubmed/25975383 http://dx.doi.org/10.1186/s12885-015-1399-2 |
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author | Torres-Mejía, Gabriela Smith, Robert A. Carranza-Flores, María de la Luz Bogart, Andy Martínez-Matsushita, Louis Miglioretti, Diana L. Kerlikowske, Karla Ortega-Olvera, Carolina Montemayor-Varela, Ernesto Angeles-Llerenas, Angélica Bautista-Arredondo, Sergio Sánchez-González, Gilberto Martínez-Montañez, Olga G. Uscanga-Sánchez, Santos R. Lazcano-Ponce, Eduardo Hernández-Ávila, Mauricio |
author_facet | Torres-Mejía, Gabriela Smith, Robert A. Carranza-Flores, María de la Luz Bogart, Andy Martínez-Matsushita, Louis Miglioretti, Diana L. Kerlikowske, Karla Ortega-Olvera, Carolina Montemayor-Varela, Ernesto Angeles-Llerenas, Angélica Bautista-Arredondo, Sergio Sánchez-González, Gilberto Martínez-Montañez, Olga G. Uscanga-Sánchez, Santos R. Lazcano-Ponce, Eduardo Hernández-Ávila, Mauricio |
author_sort | Torres-Mejía, Gabriela |
collection | PubMed |
description | BACKGROUND: An alternative approach to the traditional model of radiologists interpreting screening mammography is necessary due to the shortage of radiologists to interpret screening mammograms in many countries. METHODS: We evaluated the performance of 15 Mexican radiographers, also known as radiologic technologists, in the interpretation of screening mammography after a 6 months training period in a screening setting. Fifteen radiographers received 6 months standardized training with radiologists in the interpretation of screening mammography using the Breast Imaging Reporting and Data System (BI-RADS) system. A challenging test set of 110 cases developed by the Breast Cancer Surveillance Consortium was used to evaluate their performance. We estimated sensitivity, specificity, false positive rates, likelihood ratio of a positive test (LR+) and the area under the subject-specific Receiver Operating Characteristic (ROC) curve (AUC) for diagnostic accuracy. A mathematical model simulating the consequences in costs and performance of two hypothetical scenarios compared to the status quo in which a radiologist reads all screening mammograms was also performed. RESULTS: Radiographer’s sensitivity was comparable to the sensitivity scores achieved by U.S. radiologists who took the test but their false-positive rate was higher. Median sensitivity was 73.3 % (Interquartile range, IQR: 46.7–86.7 %) and the median false positive rate was 49.5 % (IQR: 34.7–57.9 %). The median LR+ was 1.4 (IQR: 1.3-1.7 %) and the median AUC was 0.6 (IQR: 0.6–0.7). A scenario in which a radiographer reads all mammograms first, and a radiologist reads only those that were difficult for the radiographer, was more cost-effective than a scenario in which either the radiographer or radiologist reads all mammograms. CONCLUSIONS: Given the comparable sensitivity achieved by Mexican radiographers and U.S. radiologists on a test set, screening mammography interpretation by radiographers appears to be a possible adjunct to radiologists in countries with shortages of radiologists. Further studies are required to assess the effectiveness of different training programs in order to obtain acceptable screening accuracy, as well as the best approaches for the use of non-physician readers to interpret screening mammography. |
format | Online Article Text |
id | pubmed-4436872 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44368722015-05-20 Radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists Torres-Mejía, Gabriela Smith, Robert A. Carranza-Flores, María de la Luz Bogart, Andy Martínez-Matsushita, Louis Miglioretti, Diana L. Kerlikowske, Karla Ortega-Olvera, Carolina Montemayor-Varela, Ernesto Angeles-Llerenas, Angélica Bautista-Arredondo, Sergio Sánchez-González, Gilberto Martínez-Montañez, Olga G. Uscanga-Sánchez, Santos R. Lazcano-Ponce, Eduardo Hernández-Ávila, Mauricio BMC Cancer Research Article BACKGROUND: An alternative approach to the traditional model of radiologists interpreting screening mammography is necessary due to the shortage of radiologists to interpret screening mammograms in many countries. METHODS: We evaluated the performance of 15 Mexican radiographers, also known as radiologic technologists, in the interpretation of screening mammography after a 6 months training period in a screening setting. Fifteen radiographers received 6 months standardized training with radiologists in the interpretation of screening mammography using the Breast Imaging Reporting and Data System (BI-RADS) system. A challenging test set of 110 cases developed by the Breast Cancer Surveillance Consortium was used to evaluate their performance. We estimated sensitivity, specificity, false positive rates, likelihood ratio of a positive test (LR+) and the area under the subject-specific Receiver Operating Characteristic (ROC) curve (AUC) for diagnostic accuracy. A mathematical model simulating the consequences in costs and performance of two hypothetical scenarios compared to the status quo in which a radiologist reads all screening mammograms was also performed. RESULTS: Radiographer’s sensitivity was comparable to the sensitivity scores achieved by U.S. radiologists who took the test but their false-positive rate was higher. Median sensitivity was 73.3 % (Interquartile range, IQR: 46.7–86.7 %) and the median false positive rate was 49.5 % (IQR: 34.7–57.9 %). The median LR+ was 1.4 (IQR: 1.3-1.7 %) and the median AUC was 0.6 (IQR: 0.6–0.7). A scenario in which a radiographer reads all mammograms first, and a radiologist reads only those that were difficult for the radiographer, was more cost-effective than a scenario in which either the radiographer or radiologist reads all mammograms. CONCLUSIONS: Given the comparable sensitivity achieved by Mexican radiographers and U.S. radiologists on a test set, screening mammography interpretation by radiographers appears to be a possible adjunct to radiologists in countries with shortages of radiologists. Further studies are required to assess the effectiveness of different training programs in order to obtain acceptable screening accuracy, as well as the best approaches for the use of non-physician readers to interpret screening mammography. BioMed Central 2015-05-16 /pmc/articles/PMC4436872/ /pubmed/25975383 http://dx.doi.org/10.1186/s12885-015-1399-2 Text en © Torres-Mejía et al.; licensee BioMed Central. 2015 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Torres-Mejía, Gabriela Smith, Robert A. Carranza-Flores, María de la Luz Bogart, Andy Martínez-Matsushita, Louis Miglioretti, Diana L. Kerlikowske, Karla Ortega-Olvera, Carolina Montemayor-Varela, Ernesto Angeles-Llerenas, Angélica Bautista-Arredondo, Sergio Sánchez-González, Gilberto Martínez-Montañez, Olga G. Uscanga-Sánchez, Santos R. Lazcano-Ponce, Eduardo Hernández-Ávila, Mauricio Radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists |
title | Radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists |
title_full | Radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists |
title_fullStr | Radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists |
title_full_unstemmed | Radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists |
title_short | Radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists |
title_sort | radiographers supporting radiologists in the interpretation of screening mammography: a viable strategy to meet the shortage in the number of radiologists |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4436872/ https://www.ncbi.nlm.nih.gov/pubmed/25975383 http://dx.doi.org/10.1186/s12885-015-1399-2 |
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