Short Scan Source-detector Trajectories for Target-Based CBCT
EMBS Academy. Hatamikia S. 07/20/20; 305398; 111
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Nbr: 111
Author: Hatamikia, Sepideh
Co-Authors: Hatamikia, Sepideh; Biguri, Ander; Kronreif, Gernot; Russ, Tom; Kettenbach, Joachim; Birkfellner, Wolfgang
Affiliation: Austrian Center for Medical Innovation and Technology,Wiener Neustadt, Austria, Medical University of Vienna
Session Title: Theme 02 - CT Imaging and Applications I
We proposed a target-based cone beam computed tomography (CBCT) imaging framework in order to optimize a free three dimensional (3D) sourcedetector trajectory by incorporating prior 3D image data. We aim to enable CBCT systems to provide topical information about a region of interest (ROI) using a short-scan trajectory with a reduced number of projections. The best projection views are selected by maximizing an objective function fed by the image quality by means of applying different x-ray positions on the digital phantom data. Finally, an optimized trajectory is selected which is applied to a C-arm device able to perform general sourcedetector positioning. An Alderson-Rando head phantom is used in order to investigate the performance of the proposed framework. Our experiments showed that the optimized trajectory could achieve a comparable image quality in the ROI with respect to the reference C-arm CBCT while using approximately one-quarter of projections. An angular range of 156° was used for the optimized trajectory.
Keywords: CT imaging, Image reconstruction - Performance evaluation
Author: Hatamikia, Sepideh
Co-Authors: Hatamikia, Sepideh; Biguri, Ander; Kronreif, Gernot; Russ, Tom; Kettenbach, Joachim; Birkfellner, Wolfgang
Affiliation: Austrian Center for Medical Innovation and Technology,Wiener Neustadt, Austria, Medical University of Vienna
Session Title: Theme 02 - CT Imaging and Applications I
We proposed a target-based cone beam computed tomography (CBCT) imaging framework in order to optimize a free three dimensional (3D) sourcedetector trajectory by incorporating prior 3D image data. We aim to enable CBCT systems to provide topical information about a region of interest (ROI) using a short-scan trajectory with a reduced number of projections. The best projection views are selected by maximizing an objective function fed by the image quality by means of applying different x-ray positions on the digital phantom data. Finally, an optimized trajectory is selected which is applied to a C-arm device able to perform general sourcedetector positioning. An Alderson-Rando head phantom is used in order to investigate the performance of the proposed framework. Our experiments showed that the optimized trajectory could achieve a comparable image quality in the ROI with respect to the reference C-arm CBCT while using approximately one-quarter of projections. An angular range of 156° was used for the optimized trajectory.
Keywords: CT imaging, Image reconstruction - Performance evaluation
Nbr: 111
Author: Hatamikia, Sepideh
Co-Authors: Hatamikia, Sepideh; Biguri, Ander; Kronreif, Gernot; Russ, Tom; Kettenbach, Joachim; Birkfellner, Wolfgang
Affiliation: Austrian Center for Medical Innovation and Technology,Wiener Neustadt, Austria, Medical University of Vienna
Session Title: Theme 02 - CT Imaging and Applications I
We proposed a target-based cone beam computed tomography (CBCT) imaging framework in order to optimize a free three dimensional (3D) sourcedetector trajectory by incorporating prior 3D image data. We aim to enable CBCT systems to provide topical information about a region of interest (ROI) using a short-scan trajectory with a reduced number of projections. The best projection views are selected by maximizing an objective function fed by the image quality by means of applying different x-ray positions on the digital phantom data. Finally, an optimized trajectory is selected which is applied to a C-arm device able to perform general sourcedetector positioning. An Alderson-Rando head phantom is used in order to investigate the performance of the proposed framework. Our experiments showed that the optimized trajectory could achieve a comparable image quality in the ROI with respect to the reference C-arm CBCT while using approximately one-quarter of projections. An angular range of 156° was used for the optimized trajectory.
Keywords: CT imaging, Image reconstruction - Performance evaluation
Author: Hatamikia, Sepideh
Co-Authors: Hatamikia, Sepideh; Biguri, Ander; Kronreif, Gernot; Russ, Tom; Kettenbach, Joachim; Birkfellner, Wolfgang
Affiliation: Austrian Center for Medical Innovation and Technology,Wiener Neustadt, Austria, Medical University of Vienna
Session Title: Theme 02 - CT Imaging and Applications I
We proposed a target-based cone beam computed tomography (CBCT) imaging framework in order to optimize a free three dimensional (3D) sourcedetector trajectory by incorporating prior 3D image data. We aim to enable CBCT systems to provide topical information about a region of interest (ROI) using a short-scan trajectory with a reduced number of projections. The best projection views are selected by maximizing an objective function fed by the image quality by means of applying different x-ray positions on the digital phantom data. Finally, an optimized trajectory is selected which is applied to a C-arm device able to perform general sourcedetector positioning. An Alderson-Rando head phantom is used in order to investigate the performance of the proposed framework. Our experiments showed that the optimized trajectory could achieve a comparable image quality in the ROI with respect to the reference C-arm CBCT while using approximately one-quarter of projections. An angular range of 156° was used for the optimized trajectory.
Keywords: CT imaging, Image reconstruction - Performance evaluation
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