Effects of dual-energy subtraction chest radiography on detection of small pulmonary nodules with varying attenuation: receiver operating characteristic analysis using a phantom study
Purpose The aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD) chest radiography using a dual-exposure dual-energy subtraction (DES) technique. Materials and methods Using a FPD radiography system, we ob...
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Published in | Japanese Journal of Radiology Vol. 28; no. 3; pp. 214 - 219 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Japan
Springer Japan
01.04.2010
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 1867-1071 1867-108X 1862-5274 1867-108X |
DOI | 10.1007/s11604-009-0411-7 |
Cover
Abstract | Purpose
The aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD) chest radiography using a dual-exposure dual-energy subtraction (DES) technique.
Materials and methods
Using a FPD radiography system, we obtained 108 sets of chest radiographs of a chest phantom. They consisted of 54 sets each of chest radiographs with and without simulated nodules. Each data set contained a standard and a corresponding dualenergy subtracted chest radiograph (DES image). The diameters of the simulated nodules were 8, 10, and 12 mm, respectively; nodules of each size manifested attenuation of −450, −200, and 30 Hounsfield units (HU). We performed receiver operating characteristic (ROC) analysis to compare the observers’ performance in detecting nodules.
Results
For the −450 HU nodules the mean areas under the ROC curve (AUC) without and with DES images were 0.66 and 0.77, respectively; the difference was significant (paired
t
-test,
P
< 0.01). For nodules with −200 and 30 HU, there was no significant difference in the AUC value (0.79 vs. 0.77,
P
= 0.13; 0.92 vs. 0.94,
P
= 0.17, respectively).
Conclusion
The addition of DES images to standard chest radiographs improved the performance of radiologists charged with detecting simulated nodules with an attenuation of −450 HU. |
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AbstractList | The aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD) chest radiography using a dual-exposure dual-energy subtraction (DES) technique.
Using a FPD radiography system, we obtained 108 sets of chest radiographs of a chest phantom. They consisted of 54 sets each of chest radiographs with and without simulated nodules. Each data set contained a standard and a corresponding dual-energy subtracted chest radiograph (DES image). The diameters of the simulated nodules were 8, 10, and 12 mm, respectively; nodules of each size manifested attenuation of -450, -200, and 30 Hounsfield units (HU). We performed receiver operating characteristic (ROC) analysis to compare the observers' performance in detecting nodules.
For the -450 HU nodules the mean areas under the ROC curve (AUC) without and with DES images were 0.66 and 0.77, respectively; the difference was significant (paired t-test, P < 0.01). For nodules with -200 and 30 HU, there was no significant difference in the AUC value (0.79 vs. 0.77, P = 0.13; 0.92 vs. 0.94, P = 0.17, respectively).
The addition of DES images to standard chest radiographs improved the performance of radiologists charged with detecting simulated nodules with an attenuation of -450 HU. The aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD) chest radiography using a dual-exposure dual-energy subtraction (DES) technique. Using a FPD radiography system, we obtained 108 sets of chest radiographs of a chest phantom. They consisted of 54 sets each of chest radiographs with and without simulated nodules. Each data set contained a standard and a corresponding dualenergy subtracted chest radiograph (DES image). The diameters of the simulated nodules were 8, 10, and 12 mm, respectively; nodules of each size manifested attenuation of -450, -200, and 30 Hounsfield units (HU). We performed receiver operating characteristic (ROC) analysis to compare the observers' performance in detecting nodules. For the -450 HU nodules the mean areas under the ROC curve (AUC) without and with DES images were 0.66 and 0.77, respectively; the difference was significant (paired t-test, P < 0.01). For nodules with -200 and 30 HU, there was no significant difference in the AUC value (0.79 vs. 0.77, P = 0.13; 0.92 vs. 0.94, P = 0.17, respectively). The addition of DES images to standard chest radiographs improved the performance of radiologists charged with detecting simulated nodules with an attenuation of -450 HU.[PUBLICATION ABSTRACT] Purpose The aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD) chest radiography using a dual-exposure dual-energy subtraction (DES) technique. Materials and methods Using a FPD radiography system, we obtained 108 sets of chest radiographs of a chest phantom. They consisted of 54 sets each of chest radiographs with and without simulated nodules. Each data set contained a standard and a corresponding dualenergy subtracted chest radiograph (DES image). The diameters of the simulated nodules were 8, 10, and 12 mm, respectively; nodules of each size manifested attenuation of −450, −200, and 30 Hounsfield units (HU). We performed receiver operating characteristic (ROC) analysis to compare the observers’ performance in detecting nodules. Results For the −450 HU nodules the mean areas under the ROC curve (AUC) without and with DES images were 0.66 and 0.77, respectively; the difference was significant (paired t -test, P < 0.01). For nodules with −200 and 30 HU, there was no significant difference in the AUC value (0.79 vs. 0.77, P = 0.13; 0.92 vs. 0.94, P = 0.17, respectively). Conclusion The addition of DES images to standard chest radiographs improved the performance of radiologists charged with detecting simulated nodules with an attenuation of −450 HU. The aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD) chest radiography using a dual-exposure dual-energy subtraction (DES) technique.PURPOSEThe aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD) chest radiography using a dual-exposure dual-energy subtraction (DES) technique.Using a FPD radiography system, we obtained 108 sets of chest radiographs of a chest phantom. They consisted of 54 sets each of chest radiographs with and without simulated nodules. Each data set contained a standard and a corresponding dual-energy subtracted chest radiograph (DES image). The diameters of the simulated nodules were 8, 10, and 12 mm, respectively; nodules of each size manifested attenuation of -450, -200, and 30 Hounsfield units (HU). We performed receiver operating characteristic (ROC) analysis to compare the observers' performance in detecting nodules.MATERIALS AND METHODSUsing a FPD radiography system, we obtained 108 sets of chest radiographs of a chest phantom. They consisted of 54 sets each of chest radiographs with and without simulated nodules. Each data set contained a standard and a corresponding dual-energy subtracted chest radiograph (DES image). The diameters of the simulated nodules were 8, 10, and 12 mm, respectively; nodules of each size manifested attenuation of -450, -200, and 30 Hounsfield units (HU). We performed receiver operating characteristic (ROC) analysis to compare the observers' performance in detecting nodules.For the -450 HU nodules the mean areas under the ROC curve (AUC) without and with DES images were 0.66 and 0.77, respectively; the difference was significant (paired t-test, P < 0.01). For nodules with -200 and 30 HU, there was no significant difference in the AUC value (0.79 vs. 0.77, P = 0.13; 0.92 vs. 0.94, P = 0.17, respectively).RESULTSFor the -450 HU nodules the mean areas under the ROC curve (AUC) without and with DES images were 0.66 and 0.77, respectively; the difference was significant (paired t-test, P < 0.01). For nodules with -200 and 30 HU, there was no significant difference in the AUC value (0.79 vs. 0.77, P = 0.13; 0.92 vs. 0.94, P = 0.17, respectively).The addition of DES images to standard chest radiographs improved the performance of radiologists charged with detecting simulated nodules with an attenuation of -450 HU.CONCLUSIONThe addition of DES images to standard chest radiographs improved the performance of radiologists charged with detecting simulated nodules with an attenuation of -450 HU. |
Author | Oda, Seitaro Utsunomiya, Daisuke Kawanaka, Koichi Awai, Kazuo Funama, Yoshinori Yamashita, Yasuyuki Yanaga, Yumi |
Author_xml | – sequence: 1 givenname: Seitaro surname: Oda fullname: Oda, Seitaro email: seisei0430@nifty.com organization: Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University – sequence: 2 givenname: Kazuo surname: Awai fullname: Awai, Kazuo organization: Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University – sequence: 3 givenname: Yoshinori surname: Funama fullname: Funama, Yoshinori organization: Department of Radiological Sciences, School of Health Sciences, Kumamoto University – sequence: 4 givenname: Daisuke surname: Utsunomiya fullname: Utsunomiya, Daisuke organization: Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University – sequence: 5 givenname: Yumi surname: Yanaga fullname: Yanaga, Yumi organization: Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University – sequence: 6 givenname: Koichi surname: Kawanaka fullname: Kawanaka, Koichi organization: Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University – sequence: 7 givenname: Yasuyuki surname: Yamashita fullname: Yamashita, Yasuyuki organization: Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/20437132$$D View this record in MEDLINE/PubMed |
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Keywords | Phantom Flat-panel detector Chest radiography ROC analysis Dual-energy subtraction |
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The aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD)... The aim of this study was to investigate the detectability of simulated pulmonary nodules with different X-ray attenuation by flat-panel detector (FPD) chest... |
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SubjectTerms | Humans Imaging Lung - diagnostic imaging Lung Neoplasms - diagnostic imaging Medicine Medicine & Public Health Nuclear Medicine Original Article Phantoms, Imaging Predictive Value of Tests Radiography, Dual-Energy Scanned Projection Radiography, Thoracic Radiology Radiotherapy ROC Curve Sensitivity and Specificity Solitary Pulmonary Nodule - diagnostic imaging Subtraction Technique |
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Title | Effects of dual-energy subtraction chest radiography on detection of small pulmonary nodules with varying attenuation: receiver operating characteristic analysis using a phantom study |
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