Implementation of respiratory-correlated cone-beam CT on Varian linac systems

Respiratory-correlated (4D) X-ray CT scans produce a set of images corresponding to different phases of a patient's breathing cycle. In external beam radiotherapy, information about a tumor's motion due to respiration can be used to optimize a treatment plan, provided the patient can be ac...

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Main Author: Cropp, Robert James
Language:English
Published: University of British Columbia 2011
Online Access:http://hdl.handle.net/2429/37220
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spelling ndltd-LACETR-oai-collectionscanada.gc.ca-BVAU.2429-372202014-03-26T03:38:08Z Implementation of respiratory-correlated cone-beam CT on Varian linac systems Cropp, Robert James Respiratory-correlated (4D) X-ray CT scans produce a set of images corresponding to different phases of a patient's breathing cycle. In external beam radiotherapy, information about a tumor's motion due to respiration can be used to optimize a treatment plan, provided the patient can be accurately aligned for treatment. Cone-beam CT (CBCT) systems are becoming widespread on treatment linac units and are used to aid in alignment. This thesis describes the implementation of respiratory-correlated cone-beam CT scans on two types of Varian units: iX and TrueBeam. Procedures for 4D CBCT scans on each type have been developed and used to image a moving phantom. The respiratory phase of the motion is recorded with the Varian Real-time Position Management (RPM) system, which uses optical tracking. To improve image quality, the gantry rotation speed is reduced below the default value of 6°/s: this reduces streak artifacts. Each projection image from the scan is assigned to one of ten phase bins according to its respiratory phase value. A 3D image is reconstructed for each phase bin with software developed for this project, which uses conventional Feldkamp-Davis-Kress filtered backprojection. Four 4D scans of a periodically moving phantom have been taken, with different gantry speeds and mAs values. To evaluate the effect of these scan parameters on image quality, and demonstrate a potential application of 4D CBCT, a procedure for automated tumor trajectory measurement has been developed. The measurement uses image registration between phase images, with either a rigid translation or a B-spline deformation algorithm. In the highest-quality images, the displacements of an insert in the phantom are measured within 1 mm of the correct values by both algorithms. In lower-quality images the translation algorithm is more robust. The two algorithms give similar results when applied to 4D CT images of actual lung cancer patients. 2011-09-12T18:11:13Z 2011-09-12T18:11:13Z 2011 2011-09-12 2011-11 Electronic Thesis or Dissertation http://hdl.handle.net/2429/37220 eng University of British Columbia
collection NDLTD
language English
sources NDLTD
description Respiratory-correlated (4D) X-ray CT scans produce a set of images corresponding to different phases of a patient's breathing cycle. In external beam radiotherapy, information about a tumor's motion due to respiration can be used to optimize a treatment plan, provided the patient can be accurately aligned for treatment. Cone-beam CT (CBCT) systems are becoming widespread on treatment linac units and are used to aid in alignment. This thesis describes the implementation of respiratory-correlated cone-beam CT scans on two types of Varian units: iX and TrueBeam. Procedures for 4D CBCT scans on each type have been developed and used to image a moving phantom. The respiratory phase of the motion is recorded with the Varian Real-time Position Management (RPM) system, which uses optical tracking. To improve image quality, the gantry rotation speed is reduced below the default value of 6°/s: this reduces streak artifacts. Each projection image from the scan is assigned to one of ten phase bins according to its respiratory phase value. A 3D image is reconstructed for each phase bin with software developed for this project, which uses conventional Feldkamp-Davis-Kress filtered backprojection. Four 4D scans of a periodically moving phantom have been taken, with different gantry speeds and mAs values. To evaluate the effect of these scan parameters on image quality, and demonstrate a potential application of 4D CBCT, a procedure for automated tumor trajectory measurement has been developed. The measurement uses image registration between phase images, with either a rigid translation or a B-spline deformation algorithm. In the highest-quality images, the displacements of an insert in the phantom are measured within 1 mm of the correct values by both algorithms. In lower-quality images the translation algorithm is more robust. The two algorithms give similar results when applied to 4D CT images of actual lung cancer patients.
author Cropp, Robert James
spellingShingle Cropp, Robert James
Implementation of respiratory-correlated cone-beam CT on Varian linac systems
author_facet Cropp, Robert James
author_sort Cropp, Robert James
title Implementation of respiratory-correlated cone-beam CT on Varian linac systems
title_short Implementation of respiratory-correlated cone-beam CT on Varian linac systems
title_full Implementation of respiratory-correlated cone-beam CT on Varian linac systems
title_fullStr Implementation of respiratory-correlated cone-beam CT on Varian linac systems
title_full_unstemmed Implementation of respiratory-correlated cone-beam CT on Varian linac systems
title_sort implementation of respiratory-correlated cone-beam ct on varian linac systems
publisher University of British Columbia
publishDate 2011
url http://hdl.handle.net/2429/37220
work_keys_str_mv AT cropprobertjames implementationofrespiratorycorrelatedconebeamctonvarianlinacsystems
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