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Bone Suppression Increases the Visibility of Invasive Pulmonary Aspergillosis in Chest Radiographs

OBJECTIVE: Chest radiographs (CXR) are an important diagnostic tool for the detection of invasive pulmonary aspergillosis (IPA) in critically ill patients, but their diagnostic value is limited by a poor sensitivity. By using advanced image processing, the aim of this study was to increase the value...

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Autores principales: Schalekamp, Steven, van Ginneken, Bram, van den Berk, Inge A. H., Hartmann, Ieneke J. C., Snoeren, Miranda M., Odink, Arlette E., van Lankeren, Winnifred, Pegge, Sjoert A. H., Schijf, Laura J., Karssemeijer, Nico, Schaefer-Prokop, Cornelia M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4184785/
https://www.ncbi.nlm.nih.gov/pubmed/25279774
http://dx.doi.org/10.1371/journal.pone.0108551
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author Schalekamp, Steven
van Ginneken, Bram
van den Berk, Inge A. H.
Hartmann, Ieneke J. C.
Snoeren, Miranda M.
Odink, Arlette E.
van Lankeren, Winnifred
Pegge, Sjoert A. H.
Schijf, Laura J.
Karssemeijer, Nico
Schaefer-Prokop, Cornelia M.
author_facet Schalekamp, Steven
van Ginneken, Bram
van den Berk, Inge A. H.
Hartmann, Ieneke J. C.
Snoeren, Miranda M.
Odink, Arlette E.
van Lankeren, Winnifred
Pegge, Sjoert A. H.
Schijf, Laura J.
Karssemeijer, Nico
Schaefer-Prokop, Cornelia M.
author_sort Schalekamp, Steven
collection PubMed
description OBJECTIVE: Chest radiographs (CXR) are an important diagnostic tool for the detection of invasive pulmonary aspergillosis (IPA) in critically ill patients, but their diagnostic value is limited by a poor sensitivity. By using advanced image processing, the aim of this study was to increase the value of chest radiographs in the diagnostic work up of neutropenic patients who are suspected of IPA. METHODS: The frontal CXRs of 105 suspected cases of IPA were collected from four institutions. Radiographs could contain single or multiple sites of infection. CT was used as reference standard. Five radiologists and two residents participated in an observer study for the detection of IPA on CXRs with and without bone suppressed images (ClearRead BSI 3.2; Riverain Technologies). The evaluation was performed separately for the right and left lung, resulting in 78 diseased cases (or lungs) and 132 normal cases (or lungs). For each image, observers scored the likelihood of focal infectious lesions being present on a continuous scale (0–100). The area under the receiver operating characteristics curve (AUC) served as the performance measure. Sensitivity and specificity were calculated by considering only the lungs with a suspiciousness score of greater than 50 to be positive. RESULTS: The average AUC for only CXRs was 0.815. Performance significantly increased, to 0.853, when evaluation was aided with BSI (p = 0.01). Sensitivity increased from 49% to 66% with BSI, while specificity decreased from 95% to 90%. CONCLUSION: The detection of IPA in CXRs can be improved when their evaluation is aided by bone suppressed images. BSI improved the sensitivity of the CXR examination, outweighing a small loss in specificity.
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spelling pubmed-41847852014-10-07 Bone Suppression Increases the Visibility of Invasive Pulmonary Aspergillosis in Chest Radiographs Schalekamp, Steven van Ginneken, Bram van den Berk, Inge A. H. Hartmann, Ieneke J. C. Snoeren, Miranda M. Odink, Arlette E. van Lankeren, Winnifred Pegge, Sjoert A. H. Schijf, Laura J. Karssemeijer, Nico Schaefer-Prokop, Cornelia M. PLoS One Research Article OBJECTIVE: Chest radiographs (CXR) are an important diagnostic tool for the detection of invasive pulmonary aspergillosis (IPA) in critically ill patients, but their diagnostic value is limited by a poor sensitivity. By using advanced image processing, the aim of this study was to increase the value of chest radiographs in the diagnostic work up of neutropenic patients who are suspected of IPA. METHODS: The frontal CXRs of 105 suspected cases of IPA were collected from four institutions. Radiographs could contain single or multiple sites of infection. CT was used as reference standard. Five radiologists and two residents participated in an observer study for the detection of IPA on CXRs with and without bone suppressed images (ClearRead BSI 3.2; Riverain Technologies). The evaluation was performed separately for the right and left lung, resulting in 78 diseased cases (or lungs) and 132 normal cases (or lungs). For each image, observers scored the likelihood of focal infectious lesions being present on a continuous scale (0–100). The area under the receiver operating characteristics curve (AUC) served as the performance measure. Sensitivity and specificity were calculated by considering only the lungs with a suspiciousness score of greater than 50 to be positive. RESULTS: The average AUC for only CXRs was 0.815. Performance significantly increased, to 0.853, when evaluation was aided with BSI (p = 0.01). Sensitivity increased from 49% to 66% with BSI, while specificity decreased from 95% to 90%. CONCLUSION: The detection of IPA in CXRs can be improved when their evaluation is aided by bone suppressed images. BSI improved the sensitivity of the CXR examination, outweighing a small loss in specificity. Public Library of Science 2014-10-03 /pmc/articles/PMC4184785/ /pubmed/25279774 http://dx.doi.org/10.1371/journal.pone.0108551 Text en © 2014 Schalekamp et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Schalekamp, Steven
van Ginneken, Bram
van den Berk, Inge A. H.
Hartmann, Ieneke J. C.
Snoeren, Miranda M.
Odink, Arlette E.
van Lankeren, Winnifred
Pegge, Sjoert A. H.
Schijf, Laura J.
Karssemeijer, Nico
Schaefer-Prokop, Cornelia M.
Bone Suppression Increases the Visibility of Invasive Pulmonary Aspergillosis in Chest Radiographs
title Bone Suppression Increases the Visibility of Invasive Pulmonary Aspergillosis in Chest Radiographs
title_full Bone Suppression Increases the Visibility of Invasive Pulmonary Aspergillosis in Chest Radiographs
title_fullStr Bone Suppression Increases the Visibility of Invasive Pulmonary Aspergillosis in Chest Radiographs
title_full_unstemmed Bone Suppression Increases the Visibility of Invasive Pulmonary Aspergillosis in Chest Radiographs
title_short Bone Suppression Increases the Visibility of Invasive Pulmonary Aspergillosis in Chest Radiographs
title_sort bone suppression increases the visibility of invasive pulmonary aspergillosis in chest radiographs
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4184785/
https://www.ncbi.nlm.nih.gov/pubmed/25279774
http://dx.doi.org/10.1371/journal.pone.0108551
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