Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom Study
Long acquisition times lead to image artifacts in thoracic C-arm CT. Motion blur caused by respiratory motion leads to decreased image quality in many clinical applications. We introduce an image-based method to estimate and compensate respiratory motion in C-arm CT based on diaphragm motion. In ord...
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doaj-aaf37484714d4b9ca26b542d7278066b2020-11-24T22:43:10ZengHindawi LimitedInternational Journal of Biomedical Imaging1687-41881687-41962013-01-01201310.1155/2013/520540520540Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom StudyMarco Bögel0Hannes G. Hofmann1Joachim Hornegger2Rebecca Fahrig3Stefan Britzen4Andreas Maier5Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, 91058 Erlangen, GermanyPattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, 91058 Erlangen, GermanyPattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, 91058 Erlangen, GermanyDepartment of Radiology, Lucas MRS Center, Stanford University, Palo Alto, CA 94304, USASiemens AG, Healthcare Sector, 91301 Forchheim, GermanySiemens AG, Healthcare Sector, 91301 Forchheim, GermanyLong acquisition times lead to image artifacts in thoracic C-arm CT. Motion blur caused by respiratory motion leads to decreased image quality in many clinical applications. We introduce an image-based method to estimate and compensate respiratory motion in C-arm CT based on diaphragm motion. In order to estimate respiratory motion, we track the contour of the diaphragm in the projection image sequence. Using a motion corrected triangulation approach on the diaphragm vertex, we are able to estimate a motion signal. The estimated motion signal is used to compensate for respiratory motion in the target region, for example, heart or lungs. First, we evaluated our approach in a simulation study using XCAT. As ground truth data was available, a quantitative evaluation was performed. We observed an improvement of about 14% using the structural similarity index. In a real phantom study, using the artiCHEST phantom, we investigated the visibility of bronchial tubes in a porcine lung. Compared to an uncompensated scan, the visibility of bronchial structures is improved drastically. Preliminary results indicate that this kind of motion compensation can deliver a first step in reconstruction image quality improvement. Compared to ground truth data, image quality is still considerably reduced.http://dx.doi.org/10.1155/2013/520540 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Marco Bögel Hannes G. Hofmann Joachim Hornegger Rebecca Fahrig Stefan Britzen Andreas Maier |
spellingShingle |
Marco Bögel Hannes G. Hofmann Joachim Hornegger Rebecca Fahrig Stefan Britzen Andreas Maier Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom Study International Journal of Biomedical Imaging |
author_facet |
Marco Bögel Hannes G. Hofmann Joachim Hornegger Rebecca Fahrig Stefan Britzen Andreas Maier |
author_sort |
Marco Bögel |
title |
Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom Study |
title_short |
Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom Study |
title_full |
Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom Study |
title_fullStr |
Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom Study |
title_full_unstemmed |
Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom Study |
title_sort |
respiratory motion compensation using diaphragm tracking for cone-beam c-arm ct: a simulation and a phantom study |
publisher |
Hindawi Limited |
series |
International Journal of Biomedical Imaging |
issn |
1687-4188 1687-4196 |
publishDate |
2013-01-01 |
description |
Long acquisition times lead to image artifacts in thoracic C-arm CT. Motion blur caused by respiratory motion leads to decreased image quality in many clinical applications. We introduce an image-based method to estimate and compensate respiratory motion in C-arm CT based on diaphragm motion. In order to estimate respiratory motion, we track the contour of the diaphragm in the projection image sequence. Using a motion corrected triangulation approach on the diaphragm vertex, we are able to estimate a motion signal. The estimated motion signal is used to compensate for respiratory motion in the target region, for example, heart or lungs. First, we evaluated our approach in a simulation study using XCAT. As ground truth data was available, a quantitative evaluation was performed. We observed an improvement of about 14% using the structural similarity index. In a real phantom study, using the artiCHEST phantom, we investigated the visibility of bronchial tubes in a porcine lung. Compared to an uncompensated scan, the visibility of bronchial structures is improved drastically. Preliminary results indicate that this kind of motion compensation can deliver a first step in reconstruction image quality improvement. Compared to ground truth data, image quality is still considerably reduced. |
url |
http://dx.doi.org/10.1155/2013/520540 |
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