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First clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35T MR‐Linac

MR‐guided radiotherapy requires strong imaging spatial integrity to deliver high quality plans and provide accurate dose calculation. The MRI system, however, can be compromised by the integrated linear accelerator (Linac), resulting in inaccurate imaging isocenter position and geometric distortion....

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Autores principales: Lewis, Benjamin C., Shin, Jaeik, Quinn, Benjamin, Barberi, Enzo, Sievert, Domenic, Kim, Jin Sung, Kim, Taeho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598146/
https://www.ncbi.nlm.nih.gov/pubmed/34612567
http://dx.doi.org/10.1002/acm2.13404
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author Lewis, Benjamin C.
Shin, Jaeik
Quinn, Benjamin
Barberi, Enzo
Sievert, Domenic
Kim, Jin Sung
Kim, Taeho
author_facet Lewis, Benjamin C.
Shin, Jaeik
Quinn, Benjamin
Barberi, Enzo
Sievert, Domenic
Kim, Jin Sung
Kim, Taeho
author_sort Lewis, Benjamin C.
collection PubMed
description MR‐guided radiotherapy requires strong imaging spatial integrity to deliver high quality plans and provide accurate dose calculation. The MRI system, however, can be compromised by the integrated linear accelerator (Linac), resulting in inaccurate imaging isocenter position and geometric distortion. Dependence on gantry position further complicates the correction of distortions. This work presents a new clinical application of a commercial phantom and software system that quantifies isocenter alignment and geometric distortion, as well as providing a deformation vector field (DVF). A large distortion phantom and a smaller grid phantom were imaged at multiple gantry angles from 0 to 330° on a 0.35 T integrated MR‐Linac. The software package was used to assess geometric distortion and generate DVFs to correct distortions within the phantom volume. The DVFs were applied to the grid phantom with resampling software then evaluated using structural similarity index measure (SSIM). Scans were also performed with a ferromagnetic clip near the phantom to investigate the correction of more severe artifacts. The mean magnitude isocenter shift was 0.67 mm, ranging from 0.25 to 1.04 mm across all angles. The DVF had a mean component value of 0.27 ± 0.02, 0.24 ± 0.01, and 0.19 ± 0.01 mm in the right‐left (RL), anterior‐posterior (AP), and superior‐inferior (SI) directions. The ferromagnetic clip increased isocenter position error from 1.98 mm to 2.20 mm and increased mean DVF component values in the RL and AP directions. The resampled grid phantom had an increased SSIM for all gantry angles compared to original images, increasing from 0.26 ± 0.001 to 0.70 ± 0.004. Through this clinical assessment, we were able to correct geometric distortion and isocenter shift related to gantry position on a 0.35 T MR‐Linac using the distortion phantom and software package. This provides encouragement that it could be used for quality assurance and clinically to correct systematic distortion caused by imaging at different gantry angles.
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spelling pubmed-85981462021-12-02 First clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35T MR‐Linac Lewis, Benjamin C. Shin, Jaeik Quinn, Benjamin Barberi, Enzo Sievert, Domenic Kim, Jin Sung Kim, Taeho J Appl Clin Med Phys Radiation Oncology Physics MR‐guided radiotherapy requires strong imaging spatial integrity to deliver high quality plans and provide accurate dose calculation. The MRI system, however, can be compromised by the integrated linear accelerator (Linac), resulting in inaccurate imaging isocenter position and geometric distortion. Dependence on gantry position further complicates the correction of distortions. This work presents a new clinical application of a commercial phantom and software system that quantifies isocenter alignment and geometric distortion, as well as providing a deformation vector field (DVF). A large distortion phantom and a smaller grid phantom were imaged at multiple gantry angles from 0 to 330° on a 0.35 T integrated MR‐Linac. The software package was used to assess geometric distortion and generate DVFs to correct distortions within the phantom volume. The DVFs were applied to the grid phantom with resampling software then evaluated using structural similarity index measure (SSIM). Scans were also performed with a ferromagnetic clip near the phantom to investigate the correction of more severe artifacts. The mean magnitude isocenter shift was 0.67 mm, ranging from 0.25 to 1.04 mm across all angles. The DVF had a mean component value of 0.27 ± 0.02, 0.24 ± 0.01, and 0.19 ± 0.01 mm in the right‐left (RL), anterior‐posterior (AP), and superior‐inferior (SI) directions. The ferromagnetic clip increased isocenter position error from 1.98 mm to 2.20 mm and increased mean DVF component values in the RL and AP directions. The resampled grid phantom had an increased SSIM for all gantry angles compared to original images, increasing from 0.26 ± 0.001 to 0.70 ± 0.004. Through this clinical assessment, we were able to correct geometric distortion and isocenter shift related to gantry position on a 0.35 T MR‐Linac using the distortion phantom and software package. This provides encouragement that it could be used for quality assurance and clinically to correct systematic distortion caused by imaging at different gantry angles. John Wiley and Sons Inc. 2021-10-06 /pmc/articles/PMC8598146/ /pubmed/34612567 http://dx.doi.org/10.1002/acm2.13404 Text en © 2021 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Lewis, Benjamin C.
Shin, Jaeik
Quinn, Benjamin
Barberi, Enzo
Sievert, Domenic
Kim, Jin Sung
Kim, Taeho
First clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35T MR‐Linac
title First clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35T MR‐Linac
title_full First clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35T MR‐Linac
title_fullStr First clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35T MR‐Linac
title_full_unstemmed First clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35T MR‐Linac
title_short First clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35T MR‐Linac
title_sort first clinical experience of correcting phantom‐based image distortion related to gantry position on a 0.35t mr‐linac
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598146/
https://www.ncbi.nlm.nih.gov/pubmed/34612567
http://dx.doi.org/10.1002/acm2.13404
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