Literature DB >> 23464308

Model-based prediction of portal dose images during patient treatment.

K Chytyk-Praznik1, E VanUytven, T A vanBeek, P B Greer, B M C McCurdy.   

Abstract

PURPOSE: Dosimetric verification of radiation therapy is crucial when delivering complex treatments like intensity modulated radiation therapy (IMRT) or volumetric modulated arc therapy (VMAT. Pretreatment verification, characterized by methods applied without the patient present and before the treatment start date, is typically carried out at most centers. In vivo dosimetric verification, characterized by methods applied with the patient present, is not commonly carried out in the clinic. This work presents a novel, model-based EPID dosimetry method that could be used for routine clinical in vivo patient treatment verification.
METHODS: The authors integrated a detailed fluence model with a patient scatter prediction model that uses a superposition of scatter energy fluence kernels, generated via Monte Carlo techniques, to determine patient scatter fluence delivered to the EPID. The total dose to the EPID was calculated using the sum of convolutions of the calculated energy fluence distribution entering the EPID with monoenergetic dose kernels, specific to the a-Si EPID. Measured images with simple, square fields delivered to slab phantoms were validated against predicted images. Measured and predicted images acquired during the delivery of IMRT fields to slabs and an anthropomorphic phantom were compared using the χ-comparison for 3% dose difference and 3 mm distance-to-agreement criteria.
RESULTS: Predicted and measured images of the square fields with slabs in the field agreed within 2.5%. Predicted portal dose images of clinical IMRT fields delivered to slabs and an anthropomorphic phantom agreed with measured images within 3% and 3 mm for an average of at least 97% of the infield pixels (defined as >10% maximum field dose) for each case, over all fields.
CONCLUSIONS: This work presents the first validation of the integration of a comprehensive fluence model with a patient and EPID radiation transport model that accounts for patient transmission, including complex factors such as patient scatter and the energy response of the a-Si detector. The portal dose image prediction model satisfies the 3% and 3 mm criteria for IMRT fields delivered to slab phantoms and could be used for patient treatment verification.

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Mesh:

Year:  2013        PMID: 23464308     DOI: 10.1118/1.4792203

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  13 in total

1.  Camera selection for real-time in vivo radiation treatment verification systems using Cherenkov imaging.

Authors:  Jacqueline M Andreozzi; Rongxiao Zhang; Adam K Glaser; Lesley A Jarvis; Brian W Pogue; David J Gladstone
Journal:  Med Phys       Date:  2015-02       Impact factor: 4.071

2.  Verification of the delivered patient radiation dose for non-coplanar beam therapy.

Authors:  Ivan Kutuzov; Timothy Van Beek; Boyd M C McCurdy
Journal:  J Appl Clin Med Phys       Date:  2021-05-22       Impact factor: 2.102

3.  A Simple Method for 2-D In Vivo Dosimetry by Portal Imaging.

Authors:  Stefano Peca; Derek Wilson Brown; Wendy Lani Smith
Journal:  Technol Cancer Res Treat       Date:  2017-06-06

4.  Feasibility of portal dosimetry for flattening filter-free radiotherapy.

Authors:  Robert W Chuter; Philip A Rixham; Steve J Weston; Vivian P Cosgrove
Journal:  J Appl Clin Med Phys       Date:  2016-01-08       Impact factor: 2.102

5.  Preliminary study of clinical application on IMRT three-dimensional dose verification-based EPID system.

Authors:  Miaoyun Huang; David Huang; Jianping Zhang; Yuangui Chen; Benhua Xu; Lixin Chen
Journal:  J Appl Clin Med Phys       Date:  2017-06-08       Impact factor: 2.102

Review 6.  In vivo dosimetry in external beam photon radiotherapy: Requirements and future directions for research, development, and clinical practice.

Authors:  Igor Olaciregui-Ruiz; Sam Beddar; Peter Greer; Nuria Jornet; Boyd McCurdy; Gabriel Paiva-Fonseca; Ben Mijnheer; Frank Verhaegen
Journal:  Phys Imaging Radiat Oncol       Date:  2020-08-29

7.  Optimisation of a composite difference metric for prompt error detection in real-time portal dosimetry of simulated volumetric modulated arc therapy.

Authors:  James L Bedford; Ian M Hanson
Journal:  Br J Radiol       Date:  2021-03-18       Impact factor: 3.039

8.  Investigation of a real-time EPID-based patient dose monitoring safety system using site-specific control limits.

Authors:  Todsaporn Fuangrod; Peter B Greer; Henry C Woodruff; John Simpson; Shashank Bhatia; Benjamin Zwan; Timothy A vanBeek; Boyd M C McCurdy; Richard H Middleton
Journal:  Radiat Oncol       Date:  2016-08-12       Impact factor: 3.481

9.  Two-dimensional in vivo dose verification using portal imaging and correlation ratios.

Authors:  Stefano Peca; Derek W Brown
Journal:  J Appl Clin Med Phys       Date:  2014-07-08       Impact factor: 2.102

10.  Evaluating the sensitivity of Halcyon's automatic transit image acquisition for treatment error detection: A phantom study using static IMRT.

Authors:  Xenia Ray; Casey Bojechko; Kevin L Moore
Journal:  J Appl Clin Med Phys       Date:  2019-10-06       Impact factor: 2.102

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