Cargando…

Evaluation of the Geometric and Dosimetric Accuracy of Synthetic Computed Tomography Images for Magnetic Resonance Imaging-only Stereotactic Radiosurgery

Introduction Stereotactic radiosurgery (SRS) plans created using synthetic computed tomography (CT) images derived from magnetic resonance imaging (MRI) data may offer the advantage of inhomogeneity correction by convolution algorithms, as is done for CT-based plans. We sought to determine and valid...

Descripción completa

Detalles Bibliográficos
Autores principales: Fatemi, Ali, Kanakamedala, Madhava R, Yang, Claus Chunli, Morris, Bart, Duggar, William N, Vijayakumar, Srinivasan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6559689/
https://www.ncbi.nlm.nih.gov/pubmed/31245194
http://dx.doi.org/10.7759/cureus.4404
_version_ 1783425846621503488
author Fatemi, Ali
Kanakamedala, Madhava R
Yang, Claus Chunli
Morris, Bart
Duggar, William N
Vijayakumar, Srinivasan
author_facet Fatemi, Ali
Kanakamedala, Madhava R
Yang, Claus Chunli
Morris, Bart
Duggar, William N
Vijayakumar, Srinivasan
author_sort Fatemi, Ali
collection PubMed
description Introduction Stereotactic radiosurgery (SRS) plans created using synthetic computed tomography (CT) images derived from magnetic resonance imaging (MRI) data may offer the advantage of inhomogeneity correction by convolution algorithms, as is done for CT-based plans. We sought to determine and validate the clinical significance and accuracy of synthetic CT images for inhomogeneity correction in MRI-only stereotactic radiosurgery plans for treatment of brain tumors. Methods In this retrospective study, data from two patients with brain metastases and one with meningioma who underwent imaging with multiple modalities and received frameless SRS treatment were analyzed. The SRS plans were generated using a convolution algorithm to account for brain inhomogeneity using CT and synthetic CT images and compared with the original clinical TMR10 plans created using MRI images. Results Synthetic CT-derived SRS plans are comparable with CT-based plans using convolution algorithm, and for some targets, based on location, they provided better coverage and a lower maximum dose. Conclusions The results suggest similar dose delivery results for CT and synthetic CT-based treatment plans. Synthetic CT plans offered a noticeable improvement in target dose coverage and a more gradual dose fall-off relative to TMR10 MRI-based plans. The major disadvantage is a slightly increased dose (by 0.37%) to nearby healthy tissue (brainstem) for synthetic CT-based plans relative to those created using clinical MRI images, which may be a problem for patients undergoing high-dose treatment.
format Online
Article
Text
id pubmed-6559689
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Cureus
record_format MEDLINE/PubMed
spelling pubmed-65596892019-06-26 Evaluation of the Geometric and Dosimetric Accuracy of Synthetic Computed Tomography Images for Magnetic Resonance Imaging-only Stereotactic Radiosurgery Fatemi, Ali Kanakamedala, Madhava R Yang, Claus Chunli Morris, Bart Duggar, William N Vijayakumar, Srinivasan Cureus Medical Physics Introduction Stereotactic radiosurgery (SRS) plans created using synthetic computed tomography (CT) images derived from magnetic resonance imaging (MRI) data may offer the advantage of inhomogeneity correction by convolution algorithms, as is done for CT-based plans. We sought to determine and validate the clinical significance and accuracy of synthetic CT images for inhomogeneity correction in MRI-only stereotactic radiosurgery plans for treatment of brain tumors. Methods In this retrospective study, data from two patients with brain metastases and one with meningioma who underwent imaging with multiple modalities and received frameless SRS treatment were analyzed. The SRS plans were generated using a convolution algorithm to account for brain inhomogeneity using CT and synthetic CT images and compared with the original clinical TMR10 plans created using MRI images. Results Synthetic CT-derived SRS plans are comparable with CT-based plans using convolution algorithm, and for some targets, based on location, they provided better coverage and a lower maximum dose. Conclusions The results suggest similar dose delivery results for CT and synthetic CT-based treatment plans. Synthetic CT plans offered a noticeable improvement in target dose coverage and a more gradual dose fall-off relative to TMR10 MRI-based plans. The major disadvantage is a slightly increased dose (by 0.37%) to nearby healthy tissue (brainstem) for synthetic CT-based plans relative to those created using clinical MRI images, which may be a problem for patients undergoing high-dose treatment. Cureus 2019-04-08 /pmc/articles/PMC6559689/ /pubmed/31245194 http://dx.doi.org/10.7759/cureus.4404 Text en Copyright © 2019, Fatemi et al. http://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Medical Physics
Fatemi, Ali
Kanakamedala, Madhava R
Yang, Claus Chunli
Morris, Bart
Duggar, William N
Vijayakumar, Srinivasan
Evaluation of the Geometric and Dosimetric Accuracy of Synthetic Computed Tomography Images for Magnetic Resonance Imaging-only Stereotactic Radiosurgery
title Evaluation of the Geometric and Dosimetric Accuracy of Synthetic Computed Tomography Images for Magnetic Resonance Imaging-only Stereotactic Radiosurgery
title_full Evaluation of the Geometric and Dosimetric Accuracy of Synthetic Computed Tomography Images for Magnetic Resonance Imaging-only Stereotactic Radiosurgery
title_fullStr Evaluation of the Geometric and Dosimetric Accuracy of Synthetic Computed Tomography Images for Magnetic Resonance Imaging-only Stereotactic Radiosurgery
title_full_unstemmed Evaluation of the Geometric and Dosimetric Accuracy of Synthetic Computed Tomography Images for Magnetic Resonance Imaging-only Stereotactic Radiosurgery
title_short Evaluation of the Geometric and Dosimetric Accuracy of Synthetic Computed Tomography Images for Magnetic Resonance Imaging-only Stereotactic Radiosurgery
title_sort evaluation of the geometric and dosimetric accuracy of synthetic computed tomography images for magnetic resonance imaging-only stereotactic radiosurgery
topic Medical Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6559689/
https://www.ncbi.nlm.nih.gov/pubmed/31245194
http://dx.doi.org/10.7759/cureus.4404
work_keys_str_mv AT fatemiali evaluationofthegeometricanddosimetricaccuracyofsyntheticcomputedtomographyimagesformagneticresonanceimagingonlystereotacticradiosurgery
AT kanakamedalamadhavar evaluationofthegeometricanddosimetricaccuracyofsyntheticcomputedtomographyimagesformagneticresonanceimagingonlystereotacticradiosurgery
AT yangclauschunli evaluationofthegeometricanddosimetricaccuracyofsyntheticcomputedtomographyimagesformagneticresonanceimagingonlystereotacticradiosurgery
AT morrisbart evaluationofthegeometricanddosimetricaccuracyofsyntheticcomputedtomographyimagesformagneticresonanceimagingonlystereotacticradiosurgery
AT duggarwilliamn evaluationofthegeometricanddosimetricaccuracyofsyntheticcomputedtomographyimagesformagneticresonanceimagingonlystereotacticradiosurgery
AT vijayakumarsrinivasan evaluationofthegeometricanddosimetricaccuracyofsyntheticcomputedtomographyimagesformagneticresonanceimagingonlystereotacticradiosurgery