Towards an augmented reality system supporting nail implantation for tibial fractures

Dimitrova N, Teubert A, Klopfer T, Manawapat-Klopfer A, Notheisen T, Baumgartner H, Gonser CE, Zeineldin R, Burgert O (2024)

Publication Type: Conference contribution

Publication year: 2024

Journal

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Publisher: SPIE

Book Volume: 12928

Conference Proceedings Title: Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Event location: San Diego, CA, USA

ISBN: 9781510671607

DOI: 10.1117/12.3006340

Abstract

This paper discusses the development and application of an augmented reality (AR) system for assisting in nail implantation procedures for complex tibial fractures. Traditional procedures involve extensive x-ray usage from various angles, leading to increased radiation exposure and prolonged surgical times. The study presents a method using pre-And post-operative computed tomography (CT) data sets and a convolutional neural network (CNN) trained on segmented bone and metal objects. The augmented reality system overlays accurate 3D representations of bony fragments and implants onto the surgeon's view, aiming to reduce radiation exposure and intervention time. The study demonstrates successful segmentation of bone and metal objects in cases of heavy metal artifacts, achieving promising results with a relatively low number of training sets. The integration of this system into the clinical workflow could potentially improve surgical outcomes, significantly reduce radiation time, and therefore improve patient safety.

Involved external institutions

Hochschule Reutlingen DE Germany (DE) Berufsgenossenschaftliche Unfallklinik Tübingen (BGU) DE Germany (DE)

How to cite

APA:

Dimitrova, N., Teubert, A., Klopfer, T., Manawapat-Klopfer, A., Notheisen, T., Baumgartner, H.,... Burgert, O. (2024). Towards an augmented reality system supporting nail implantation for tibial fractures. In Jeffrey H. Siewerdsen, Maryam E. Rettmann (Eds.), Progress in Biomedical Optics and Imaging - Proceedings of SPIE. San Diego, CA, USA: SPIE.

MLA:

Dimitrova, Nora, et al. "Towards an augmented reality system supporting nail implantation for tibial fractures." Proceedings of the Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, CA, USA Ed. Jeffrey H. Siewerdsen, Maryam E. Rettmann, SPIE, 2024.

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