Literature DB >> 26581151

Assessing the Dosimetric Accuracy of Magnetic Resonance-Generated Synthetic CT Images for Focal Brain VMAT Radiation Therapy.

Eric Paradis1, Yue Cao2, Theodore S Lawrence3, Christina Tsien3, Mary Feng3, Karen Vineberg3, James M Balter3.   

Abstract

PURPOSE: The purpose of this study was to assess the dosimetric accuracy of synthetic CT (MRCT) volumes generated from magnetic resonance imaging (MRI) data for focal brain radiation therapy. METHODS AND MATERIALS: A study was conducted in 12 patients with gliomas who underwent both MR and CT imaging as part of their simulation for external beam treatment planning. MRCT volumes were generated from MR images. Patients' clinical treatment planning directives were used to create 12 individual volumetric modulated arc therapy (VMAT) plans, which were then optimized 10 times on each of their respective CT and MRCT-derived electron density maps. Dose metrics derived from optimization criteria, as well as monitor units and gamma analyses, were evaluated to quantify differences between the imaging modalities.
RESULTS: Mean differences between planning target volume (PTV) doses on MRCT and CT plans across all patients were 0.0% (range: -0.1 to 0.2%) for D(95%); 0.0% (-0.7 to 0.6%) for D(5%); and -0.2% (-1.0 to 0.2%) for D(max). MRCT plans showed no significant changes in monitor units (-0.4%) compared to CT plans. Organs at risk (OARs) had average D(max) differences of 0.0 Gy (-2.2 to 1.9 Gy) over 85 structures across all 12 patients, with no significant differences when calculated doses approached planning constraints.
CONCLUSIONS: Focal brain VMAT plans optimized on MRCT images show excellent dosimetric agreement with standard CT-optimized plans. PTVs show equivalent coverage, and OARs do not show any overdose. These results indicate that MRI-derived synthetic CT volumes can be used to support treatment planning of most patients treated for intracranial lesions.
Copyright © 2015 Elsevier Inc. All rights reserved.

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Year:  2015        PMID: 26581151      PMCID: PMC4654706          DOI: 10.1016/j.ijrobp.2015.08.049

Source DB:  PubMed          Journal:  Int J Radiat Oncol Biol Phys        ISSN: 0360-3016            Impact factor:   7.038


  32 in total

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Review 2.  Magnetic resonance: an introduction to ultrashort TE (UTE) imaging.

Authors:  Matthew D Robson; Peter D Gatehouse; Mark Bydder; Graeme M Bydder
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3.  Use of spherical harmonic deconvolution methods to compensate for nonlinear gradient effects on MRI images.

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4.  Accuracy of device-specific 2D and 3D image distortion correction algorithms for magnetic resonance imaging of the head provided by a manufacturer.

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Journal:  Phys Med Biol       Date:  2006-06-06       Impact factor: 3.609

5.  MRI/linac integration.

Authors:  Jan J W Lagendijk; Bas W Raaymakers; Alexander J E Raaijmakers; Johan Overweg; Kevin J Brown; Ellen M Kerkhof; Richard W van der Put; Björn Hårdemark; Marco van Vulpen; Uulke A van der Heide
Journal:  Radiother Oncol       Date:  2007-11-26       Impact factor: 6.280

6.  Volumetric modulated arc therapy: IMRT in a single gantry arc.

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Journal:  Med Phys       Date:  2008-01       Impact factor: 4.071

7.  Simple proton spectroscopic imaging.

Authors:  W T Dixon
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8.  Implementation of a novel algorithm for generating synthetic CT images from magnetic resonance imaging data sets for prostate cancer radiation therapy.

Authors:  Joshua Kim; Carri Glide-Hurst; Anthony Doemer; Ning Wen; Benjamin Movsas; Indrin J Chetty
Journal:  Int J Radiat Oncol Biol Phys       Date:  2014-11-07       Impact factor: 7.038

9.  MRI-based treatment planning for radiotherapy: dosimetric verification for prostate IMRT.

Authors:  Lili Chen; Robert A Price; Lu Wang; Jinsheng Li; Lihong Qin; Shawn McNeeley; C-M Charlie Ma; Gary M Freedman; Alan Pollack
Journal:  Int J Radiat Oncol Biol Phys       Date:  2004-10-01       Impact factor: 7.038

10.  Assessing the effect of electron density in photon dose calculations.

Authors:  J Seco; P M Evans
Journal:  Med Phys       Date:  2006-02       Impact factor: 4.071

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  26 in total

1.  Characterization of hardware-related spatial distortions for IR-PETRA pulse sequence using a brain specific phantom.

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2.  A tool for validating MRI-guided strategies: a digital breathing CT/MRI phantom of the abdominal site.

Authors:  Chiara Paganelli; Paul Summers; Chiara Gianoli; Massimo Bellomi; Guido Baroni; Marco Riboldi
Journal:  Med Biol Eng Comput       Date:  2017-04-08       Impact factor: 2.602

Review 3.  MR-guided radiation therapy: transformative technology and its role in the central nervous system.

Authors:  Yue Cao; Chia-Lin Tseng; James M Balter; Feifei Teng; Hemant A Parmar; Arjun Sahgal
Journal:  Neuro Oncol       Date:  2017-04-01       Impact factor: 12.300

Review 4.  Emerging role of MRI in radiation therapy.

Authors:  Hersh Chandarana; Hesheng Wang; R H N Tijssen; Indra J Das
Journal:  J Magn Reson Imaging       Date:  2018-09-08       Impact factor: 4.813

5.  Robust Estimation of Electron Density From Anatomic Magnetic Resonance Imaging of the Brain Using a Unifying Multi-Atlas Approach.

Authors:  Shangjie Ren; Wendy Hara; Lei Wang; Mark K Buyyounouski; Quynh-Thu Le; Lei Xing; Ruijiang Li
Journal:  Int J Radiat Oncol Biol Phys       Date:  2016-12-14       Impact factor: 7.038

6.  On the accuracy of bulk synthetic CT for MR-guided online adaptive radiotherapy.

Authors:  Davide Cusumano; Lorenzo Placidi; Stefania Teodoli; Luca Boldrini; Francesca Greco; Silvia Longo; Francesco Cellini; Nicola Dinapoli; Vincenzo Valentini; Marco De Spirito; Luigi Azario
Journal:  Radiol Med       Date:  2019-10-08       Impact factor: 3.469

Review 7.  MRI-only treatment planning: benefits and challenges.

Authors:  Amir M Owrangi; Peter B Greer; Carri K Glide-Hurst
Journal:  Phys Med Biol       Date:  2018-02-26       Impact factor: 3.609

8.  Generating synthetic CTs from magnetic resonance images using generative adversarial networks.

Authors:  Hajar Emami; Ming Dong; Siamak P Nejad-Davarani; Carri K Glide-Hurst
Journal:  Med Phys       Date:  2018-06-14       Impact factor: 4.071

9.  Image Guided Radiation Therapy Using Synthetic Computed Tomography Images in Brain Cancer.

Authors:  Ryan G Price; Joshua P Kim; Weili Zheng; Indrin J Chetty; Carri Glide-Hurst
Journal:  Int J Radiat Oncol Biol Phys       Date:  2016-03-10       Impact factor: 7.038

10.  Feasibility of synthetic computed tomography generated with an adversarial network for multi-sequence magnetic resonance-based brain radiotherapy.

Authors:  Yuhei Koike; Yuichi Akino; Iori Sumida; Hiroya Shiomi; Hirokazu Mizuno; Masashi Yagi; Fumiaki Isohashi; Yuji Seo; Osamu Suzuki; Kazuhiko Ogawa
Journal:  J Radiat Res       Date:  2020-01-23       Impact factor: 2.724

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