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Development and feasibility evaluation of an AR-assisted radiotherapy positioning system

PURPOSE: The aim of this study is to develop an augmented reality (AR)–assisted radiotherapy positioning system based on HoloLens 2 and to evaluate the feasibility and accuracy of this method in the clinical environment. METHODS: The obtained simulated computed tomography (CT) images of an “ISO cube...

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Autores principales: Zhang, Gongsen, Liu, Xinchao, Wang, Linlin, Zhu, Jian, Yu, Jinming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9577500/
https://www.ncbi.nlm.nih.gov/pubmed/36267969
http://dx.doi.org/10.3389/fonc.2022.921607
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author Zhang, Gongsen
Liu, Xinchao
Wang, Linlin
Zhu, Jian
Yu, Jinming
author_facet Zhang, Gongsen
Liu, Xinchao
Wang, Linlin
Zhu, Jian
Yu, Jinming
author_sort Zhang, Gongsen
collection PubMed
description PURPOSE: The aim of this study is to develop an augmented reality (AR)–assisted radiotherapy positioning system based on HoloLens 2 and to evaluate the feasibility and accuracy of this method in the clinical environment. METHODS: The obtained simulated computed tomography (CT) images of an “ISO cube”, a cube phantom, and an anthropomorphic phantom were reconstructed into three-dimensional models and imported into the HoloLens 2. On the basis of the Vuforia marker attached to the “ISO cube” placed at the isocentric position of the linear accelerator, the correlation between the virtual and real space was established. First, the optimal conditions to minimize the deviation between virtual and real objects were explored under different conditions with a cube phantom. Then, the anthropomorphic phantom–based positioning was tested under the optimal conditions, and the positioning errors were evaluated with cone-beam CT. RESULTS: Under the normal light intensity, the registration and tracking angles are 0°, the distance is 40 cm, and the deviation reached a minimum of 1.4 ± 0.3 mm. The program would not run without light. The hologram drift caused by the light change, camera occlusion, and head movement were 0.9 ± 0.7 mm, 1.0 ± 0.6 mm, and 1.5 ± 0.9 mm, respectively. The anthropomorphic phantom–based positioning errors were 3.1 ± 1.9 mm, 2.4 ± 2.5 mm, and 4.6 ± 2.8 mm in the X (lateral), Y (vertical), and Z (longitudinal) axes, respectively, and the angle deviation of Rtn was 0.26 ± 0.14°. CONCLUSION: The AR-assisted radiotherapy positioning based on HoloLens 2 is a feasible method with certain advantages, such as intuitive visual guidance, radiation-free position verification, and intelligent interaction. Hardware and software upgrades are expected to further improve accuracy and meet clinicalbrendaannmae requirements.
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spelling pubmed-95775002022-10-19 Development and feasibility evaluation of an AR-assisted radiotherapy positioning system Zhang, Gongsen Liu, Xinchao Wang, Linlin Zhu, Jian Yu, Jinming Front Oncol Oncology PURPOSE: The aim of this study is to develop an augmented reality (AR)–assisted radiotherapy positioning system based on HoloLens 2 and to evaluate the feasibility and accuracy of this method in the clinical environment. METHODS: The obtained simulated computed tomography (CT) images of an “ISO cube”, a cube phantom, and an anthropomorphic phantom were reconstructed into three-dimensional models and imported into the HoloLens 2. On the basis of the Vuforia marker attached to the “ISO cube” placed at the isocentric position of the linear accelerator, the correlation between the virtual and real space was established. First, the optimal conditions to minimize the deviation between virtual and real objects were explored under different conditions with a cube phantom. Then, the anthropomorphic phantom–based positioning was tested under the optimal conditions, and the positioning errors were evaluated with cone-beam CT. RESULTS: Under the normal light intensity, the registration and tracking angles are 0°, the distance is 40 cm, and the deviation reached a minimum of 1.4 ± 0.3 mm. The program would not run without light. The hologram drift caused by the light change, camera occlusion, and head movement were 0.9 ± 0.7 mm, 1.0 ± 0.6 mm, and 1.5 ± 0.9 mm, respectively. The anthropomorphic phantom–based positioning errors were 3.1 ± 1.9 mm, 2.4 ± 2.5 mm, and 4.6 ± 2.8 mm in the X (lateral), Y (vertical), and Z (longitudinal) axes, respectively, and the angle deviation of Rtn was 0.26 ± 0.14°. CONCLUSION: The AR-assisted radiotherapy positioning based on HoloLens 2 is a feasible method with certain advantages, such as intuitive visual guidance, radiation-free position verification, and intelligent interaction. Hardware and software upgrades are expected to further improve accuracy and meet clinicalbrendaannmae requirements. Frontiers Media S.A. 2022-10-04 /pmc/articles/PMC9577500/ /pubmed/36267969 http://dx.doi.org/10.3389/fonc.2022.921607 Text en Copyright © 2022 Zhang, Liu, Wang, Zhu and Yu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Zhang, Gongsen
Liu, Xinchao
Wang, Linlin
Zhu, Jian
Yu, Jinming
Development and feasibility evaluation of an AR-assisted radiotherapy positioning system
title Development and feasibility evaluation of an AR-assisted radiotherapy positioning system
title_full Development and feasibility evaluation of an AR-assisted radiotherapy positioning system
title_fullStr Development and feasibility evaluation of an AR-assisted radiotherapy positioning system
title_full_unstemmed Development and feasibility evaluation of an AR-assisted radiotherapy positioning system
title_short Development and feasibility evaluation of an AR-assisted radiotherapy positioning system
title_sort development and feasibility evaluation of an ar-assisted radiotherapy positioning system
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9577500/
https://www.ncbi.nlm.nih.gov/pubmed/36267969
http://dx.doi.org/10.3389/fonc.2022.921607
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