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Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions

Suboptimal interaction with patient data and challenges in mastering 3D anatomy based on ill-posed 2D interventional images are essential concerns in image-guided therapies. Augmented reality (AR) has been introduced in the operating rooms in the last decade; however, in image-guided interventions,...

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Autores principales: Fotouhi, Javad, Mehrfard, Arian, Song, Tianyu, Johnson, Alex, Osgood, Greg, Unberath, Mathias, Armand, Mehran, Navab, Nassir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8317976/
https://www.ncbi.nlm.nih.gov/pubmed/33166252
http://dx.doi.org/10.1109/TMI.2020.3037013
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author Fotouhi, Javad
Mehrfard, Arian
Song, Tianyu
Johnson, Alex
Osgood, Greg
Unberath, Mathias
Armand, Mehran
Navab, Nassir
author_facet Fotouhi, Javad
Mehrfard, Arian
Song, Tianyu
Johnson, Alex
Osgood, Greg
Unberath, Mathias
Armand, Mehran
Navab, Nassir
author_sort Fotouhi, Javad
collection PubMed
description Suboptimal interaction with patient data and challenges in mastering 3D anatomy based on ill-posed 2D interventional images are essential concerns in image-guided therapies. Augmented reality (AR) has been introduced in the operating rooms in the last decade; however, in image-guided interventions, it has often only been considered as a visualization device improving traditional workflows. As a consequence, the technology is gaining minimum maturity that it requires to redefine new procedures, user interfaces, and interactions. The main contribution of this paper is to reveal how exemplary workflows are redefined by taking full advantageof head-mounted displays when entirely co-registered with the imaging system at all times. The awareness of the system from the geometric and physical characteristics of X-ray imaging allows the exploration of different human-machine interfaces. Our system achieved an error of 4.76 ± 2.91 mm for placing K-wire in a fracture management procedure, and yielded errors of 1.57 ± 1.16° and 1.46 ± 1.00° in the abduction and anteversion angles, respectively, for total hip arthroplasty (THA). We compared the results with the outcomes from baseline standard operative and non-immersive AR procedures, which had yielded errors of [4.61mm, 4.76°, 4.77°] and [5.13 mm, 1.78°, 1.43°], respectively, for wire placement, and abduction and anteversion during THA. We hope that our holistic approach towards improving the interface of surgery not only augments the surgeon’s capabilities but also augments the surgical team’s experience in carrying out an effective intervention with reduced complications and provide novel approaches of documenting procedures for training purposes.
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spelling pubmed-83179762022-02-02 Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions Fotouhi, Javad Mehrfard, Arian Song, Tianyu Johnson, Alex Osgood, Greg Unberath, Mathias Armand, Mehran Navab, Nassir IEEE Trans Med Imaging Article Suboptimal interaction with patient data and challenges in mastering 3D anatomy based on ill-posed 2D interventional images are essential concerns in image-guided therapies. Augmented reality (AR) has been introduced in the operating rooms in the last decade; however, in image-guided interventions, it has often only been considered as a visualization device improving traditional workflows. As a consequence, the technology is gaining minimum maturity that it requires to redefine new procedures, user interfaces, and interactions. The main contribution of this paper is to reveal how exemplary workflows are redefined by taking full advantageof head-mounted displays when entirely co-registered with the imaging system at all times. The awareness of the system from the geometric and physical characteristics of X-ray imaging allows the exploration of different human-machine interfaces. Our system achieved an error of 4.76 ± 2.91 mm for placing K-wire in a fracture management procedure, and yielded errors of 1.57 ± 1.16° and 1.46 ± 1.00° in the abduction and anteversion angles, respectively, for total hip arthroplasty (THA). We compared the results with the outcomes from baseline standard operative and non-immersive AR procedures, which had yielded errors of [4.61mm, 4.76°, 4.77°] and [5.13 mm, 1.78°, 1.43°], respectively, for wire placement, and abduction and anteversion during THA. We hope that our holistic approach towards improving the interface of surgery not only augments the surgeon’s capabilities but also augments the surgical team’s experience in carrying out an effective intervention with reduced complications and provide novel approaches of documenting procedures for training purposes. 2021-02-02 2021-02 /pmc/articles/PMC8317976/ /pubmed/33166252 http://dx.doi.org/10.1109/TMI.2020.3037013 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Fotouhi, Javad
Mehrfard, Arian
Song, Tianyu
Johnson, Alex
Osgood, Greg
Unberath, Mathias
Armand, Mehran
Navab, Nassir
Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions
title Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions
title_full Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions
title_fullStr Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions
title_full_unstemmed Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions
title_short Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions
title_sort development and pre-clinical analysis of spatiotemporal-aware augmented reality in orthopedic interventions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8317976/
https://www.ncbi.nlm.nih.gov/pubmed/33166252
http://dx.doi.org/10.1109/TMI.2020.3037013
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