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Detection of posttraumatic pneumothorax using electrical impedance tomography—An observer-blinded study in pigs with blunt chest trauma
INTRODUCTION: Posttraumatic pneumothorax (PTX) is often overseen in anteroposterior chest X-ray. Chest sonography and Electrical Impedance Tomography (EIT) can both be used at the bedside and may provide complementary information. We evaluated the performance of EIT for diagnosing posttraumatic PTX...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6953828/ https://www.ncbi.nlm.nih.gov/pubmed/31923268 http://dx.doi.org/10.1371/journal.pone.0227518 |
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author | Girrbach, Felix Landeck, Tobias Schneider, Dominic Reske, Stefan U. Hempel, Gunther Hammermüller, Sören Gottschaldt, Udo Salz, Peter Noreikat, Katharina Stehr, Sebastian N. Wrigge, Hermann Reske, Andreas W. |
author_facet | Girrbach, Felix Landeck, Tobias Schneider, Dominic Reske, Stefan U. Hempel, Gunther Hammermüller, Sören Gottschaldt, Udo Salz, Peter Noreikat, Katharina Stehr, Sebastian N. Wrigge, Hermann Reske, Andreas W. |
author_sort | Girrbach, Felix |
collection | PubMed |
description | INTRODUCTION: Posttraumatic pneumothorax (PTX) is often overseen in anteroposterior chest X-ray. Chest sonography and Electrical Impedance Tomography (EIT) can both be used at the bedside and may provide complementary information. We evaluated the performance of EIT for diagnosing posttraumatic PTX in a pig model. METHODS: This study used images from an existing database of images acquired from 17 mechanically ventilated pigs, which had sustained standardized blunt chest trauma and had undergone repeated thoracic CT and EIT. 100 corresponding EIT/CT datasets were randomly chosen from the database and anonymized. Two independent and blinded observers analyzed the EIT data for presence and location of PTX. Analysis of the corresponding CTs by a radiologist served as reference. RESULTS: 87/100 cases had at least one PTX detected by CT. Fourty-two cases showed a PTX > 20% of the sternovertebral diameter (PTX(trans20)), whereas 52/100 PTX showed a PTX>3 cm in the craniocaudal diameter (PTX(cc3)), with 20 cases showing both a PTX(transcc) and a PTX(cc3). We found a very low agreement between both EIT observers considering the classification overall PTX/noPTX (κ = 0.09, p = 0.183). For PTX(trans20), sensitivity was 59% for observer 1 and 17% for observer 2, with a specificity of 48% and 50%, respectively. For PTX(cc3), observer 1 showed a sensitivity of 60% with a specificity of 51% while the sensitivity of observer 2 was 17%, with a specificity of 89%. By programming a semi-automatized detection algorithm, we significantly improved the detection rate of PTX(cc3), with a sensitivity of 73% and a specificity of 70%. However, detection of PTX(transcc) was not improved. CONCLUSION: In our analysis, visual interpretation of EIT without specific image processing or comparison with baseline data did not allow clinically useful diagnosis of posttraumatic PTX. Multimodal imaging approaches, technical improvements and image postprocessing algorithms might improve the performance of EIT for diagnosing PTX in the future. |
format | Online Article Text |
id | pubmed-6953828 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69538282020-01-21 Detection of posttraumatic pneumothorax using electrical impedance tomography—An observer-blinded study in pigs with blunt chest trauma Girrbach, Felix Landeck, Tobias Schneider, Dominic Reske, Stefan U. Hempel, Gunther Hammermüller, Sören Gottschaldt, Udo Salz, Peter Noreikat, Katharina Stehr, Sebastian N. Wrigge, Hermann Reske, Andreas W. PLoS One Research Article INTRODUCTION: Posttraumatic pneumothorax (PTX) is often overseen in anteroposterior chest X-ray. Chest sonography and Electrical Impedance Tomography (EIT) can both be used at the bedside and may provide complementary information. We evaluated the performance of EIT for diagnosing posttraumatic PTX in a pig model. METHODS: This study used images from an existing database of images acquired from 17 mechanically ventilated pigs, which had sustained standardized blunt chest trauma and had undergone repeated thoracic CT and EIT. 100 corresponding EIT/CT datasets were randomly chosen from the database and anonymized. Two independent and blinded observers analyzed the EIT data for presence and location of PTX. Analysis of the corresponding CTs by a radiologist served as reference. RESULTS: 87/100 cases had at least one PTX detected by CT. Fourty-two cases showed a PTX > 20% of the sternovertebral diameter (PTX(trans20)), whereas 52/100 PTX showed a PTX>3 cm in the craniocaudal diameter (PTX(cc3)), with 20 cases showing both a PTX(transcc) and a PTX(cc3). We found a very low agreement between both EIT observers considering the classification overall PTX/noPTX (κ = 0.09, p = 0.183). For PTX(trans20), sensitivity was 59% for observer 1 and 17% for observer 2, with a specificity of 48% and 50%, respectively. For PTX(cc3), observer 1 showed a sensitivity of 60% with a specificity of 51% while the sensitivity of observer 2 was 17%, with a specificity of 89%. By programming a semi-automatized detection algorithm, we significantly improved the detection rate of PTX(cc3), with a sensitivity of 73% and a specificity of 70%. However, detection of PTX(transcc) was not improved. CONCLUSION: In our analysis, visual interpretation of EIT without specific image processing or comparison with baseline data did not allow clinically useful diagnosis of posttraumatic PTX. Multimodal imaging approaches, technical improvements and image postprocessing algorithms might improve the performance of EIT for diagnosing PTX in the future. Public Library of Science 2020-01-10 /pmc/articles/PMC6953828/ /pubmed/31923268 http://dx.doi.org/10.1371/journal.pone.0227518 Text en © 2020 Girrbach 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Girrbach, Felix Landeck, Tobias Schneider, Dominic Reske, Stefan U. Hempel, Gunther Hammermüller, Sören Gottschaldt, Udo Salz, Peter Noreikat, Katharina Stehr, Sebastian N. Wrigge, Hermann Reske, Andreas W. Detection of posttraumatic pneumothorax using electrical impedance tomography—An observer-blinded study in pigs with blunt chest trauma |
title | Detection of posttraumatic pneumothorax using electrical impedance tomography—An observer-blinded study in pigs with blunt chest trauma |
title_full | Detection of posttraumatic pneumothorax using electrical impedance tomography—An observer-blinded study in pigs with blunt chest trauma |
title_fullStr | Detection of posttraumatic pneumothorax using electrical impedance tomography—An observer-blinded study in pigs with blunt chest trauma |
title_full_unstemmed | Detection of posttraumatic pneumothorax using electrical impedance tomography—An observer-blinded study in pigs with blunt chest trauma |
title_short | Detection of posttraumatic pneumothorax using electrical impedance tomography—An observer-blinded study in pigs with blunt chest trauma |
title_sort | detection of posttraumatic pneumothorax using electrical impedance tomography—an observer-blinded study in pigs with blunt chest trauma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6953828/ https://www.ncbi.nlm.nih.gov/pubmed/31923268 http://dx.doi.org/10.1371/journal.pone.0227518 |
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