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Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study
PURPOSE: In minimally invasive spring-assisted craniectomy, surgeons plan the surgery by manually locating the cranial sutures. However, this approach is prone to error. Augmented reality (AR) could be used to visualize the cranial sutures and assist in the surgery planning. The purpose of our work...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307543/ https://www.ncbi.nlm.nih.gov/pubmed/35507209 http://dx.doi.org/10.1007/s11548-022-02634-y |
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author | Thabit, Abdullah Benmahdjoub, Mohamed van Veelen, Marie-Lise C. Niessen, Wiro J. Wolvius, Eppo B. van Walsum, Theo |
author_facet | Thabit, Abdullah Benmahdjoub, Mohamed van Veelen, Marie-Lise C. Niessen, Wiro J. Wolvius, Eppo B. van Walsum, Theo |
author_sort | Thabit, Abdullah |
collection | PubMed |
description | PURPOSE: In minimally invasive spring-assisted craniectomy, surgeons plan the surgery by manually locating the cranial sutures. However, this approach is prone to error. Augmented reality (AR) could be used to visualize the cranial sutures and assist in the surgery planning. The purpose of our work is to develop an AR-based system to visualize cranial sutures, and to assess the accuracy and usability of using AR-based navigation for surgical guidance in minimally invasive spring-assisted craniectomy. METHODS: An AR system was developed that consists of an electromagnetic tracking system linked with a Microsoft HoloLens. The system was used to conduct a study with two skull phantoms. For each phantom, five sutures were annotated and visualized on the skull surface. Twelve participants assessed the system. For each participant, model alignment using six anatomical landmarks was performed, followed by the participant delineation of the visualized sutures. At the end, the participants filled a system usability scale (SUS) questionnaire. For evaluation, an independent optical tracking system was used and the delineated sutures were digitized and compared to the CT-annotated sutures. RESULTS: For a total of 120 delineated sutures, the distance of the annotated sutures to the planning reference was [Formula: see text] mm. The average delineation time per suture was [Formula: see text] s. For the system usability questionnaire, an average SUS score of 73 was obtained. CONCLUSION: The developed AR-system has good accuracy (average 2.4 mm distance) and could be used in the OR. The system can assist in the pre-planning of minimally invasive craniosynostosis surgeries to locate cranial sutures accurately instead of the traditional approach of manual palpation. Although the conducted phantom study was designed to closely reflect the clinical setup in the OR, further clinical validation of the developed system is needed and will be addressed in a future work. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11548-022-02634-y. |
format | Online Article Text |
id | pubmed-9307543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-93075432022-07-24 Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study Thabit, Abdullah Benmahdjoub, Mohamed van Veelen, Marie-Lise C. Niessen, Wiro J. Wolvius, Eppo B. van Walsum, Theo Int J Comput Assist Radiol Surg Original Article PURPOSE: In minimally invasive spring-assisted craniectomy, surgeons plan the surgery by manually locating the cranial sutures. However, this approach is prone to error. Augmented reality (AR) could be used to visualize the cranial sutures and assist in the surgery planning. The purpose of our work is to develop an AR-based system to visualize cranial sutures, and to assess the accuracy and usability of using AR-based navigation for surgical guidance in minimally invasive spring-assisted craniectomy. METHODS: An AR system was developed that consists of an electromagnetic tracking system linked with a Microsoft HoloLens. The system was used to conduct a study with two skull phantoms. For each phantom, five sutures were annotated and visualized on the skull surface. Twelve participants assessed the system. For each participant, model alignment using six anatomical landmarks was performed, followed by the participant delineation of the visualized sutures. At the end, the participants filled a system usability scale (SUS) questionnaire. For evaluation, an independent optical tracking system was used and the delineated sutures were digitized and compared to the CT-annotated sutures. RESULTS: For a total of 120 delineated sutures, the distance of the annotated sutures to the planning reference was [Formula: see text] mm. The average delineation time per suture was [Formula: see text] s. For the system usability questionnaire, an average SUS score of 73 was obtained. CONCLUSION: The developed AR-system has good accuracy (average 2.4 mm distance) and could be used in the OR. The system can assist in the pre-planning of minimally invasive craniosynostosis surgeries to locate cranial sutures accurately instead of the traditional approach of manual palpation. Although the conducted phantom study was designed to closely reflect the clinical setup in the OR, further clinical validation of the developed system is needed and will be addressed in a future work. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11548-022-02634-y. Springer International Publishing 2022-05-04 2022 /pmc/articles/PMC9307543/ /pubmed/35507209 http://dx.doi.org/10.1007/s11548-022-02634-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Thabit, Abdullah Benmahdjoub, Mohamed van Veelen, Marie-Lise C. Niessen, Wiro J. Wolvius, Eppo B. van Walsum, Theo Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study |
title | Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study |
title_full | Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study |
title_fullStr | Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study |
title_full_unstemmed | Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study |
title_short | Augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study |
title_sort | augmented reality navigation for minimally invasive craniosynostosis surgery: a phantom study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307543/ https://www.ncbi.nlm.nih.gov/pubmed/35507209 http://dx.doi.org/10.1007/s11548-022-02634-y |
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