Augmented Reality to Assist in the Diagnosis of Temporomandibular Joint Alterations

IF 6.9 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Laura Cercenelli, Nicolas Emiliani, Chiara Gulotta, Mirko Bevini, Giovanni Badiali, Emanuela Marcelli
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Abstract

Augmented Reality (AR) is an increasingly prominent technology with diverse applications across various surgical disciplines. This study aims to develop and assess the feasibility of a novel AR application intended to aid surgeons in the clinical assessment of temporomandibular joint (TMJ) alterations necessitating surgical intervention. The application employs a multi-modality tracking approach, combining both marker-less and marker-based tracking techniques to concurrently track the fixed portion of the joint and the movable mandible involved in TMJ. For the marker-based tracking both a planar marker with a binary QR-code pattern and a cuboid marker that contains a unique QR-code pattern on each face were tested and compared. The AR application was implemented for the HoloLens 2 head-mounted display and validated on a healthy volunteer performing the TMJ task, i.e. the opening and closing of the mouth. During the task, video recordings from the HoloLens cameras captured the horizontal and vertical excursions of the jaw movements (TMJ movements) using virtual markers anchored to the AR-displayed virtual anatomies. For validation, the video-recorded TMJ movements during AR viewing were compared with standard kinesiographic acquisitions. The findings demonstrated the consistency between the AR-derived trajectories and the kinesiography curves, especially when using the cubic Multi Target tracker to follow the moving mandible. Finally, the AR application was experienced on a patient and it was extremely useful for the surgeon to diagnose alterations in the normal kinematics of the TMJ. Future efforts should be addressed to minimize the bulkiness of the tracker and provide additional visual cues for surgeons.

Abstract Image

辅助诊断颞下颌关节病变的增强现实技术
增强现实(AR)技术日益突出,在各个外科领域都有不同的应用。本研究旨在开发一种新型 AR 应用程序并评估其可行性,以帮助外科医生对需要手术干预的颞下颌关节(TMJ)病变进行临床评估。该应用采用多模态跟踪方法,结合无标记和基于标记的跟踪技术,同时跟踪颞下颌关节的固定部分和可移动下颌骨。对于基于标记的跟踪,测试和比较了带有二进制 QR 码图案的平面标记和在每个面上包含唯一 QR 码图案的立方体标记。该 AR 应用程序在 HoloLens 2 头戴式显示器上实施,并在一名执行颞下颌关节任务(即张开和闭合嘴巴)的健康志愿者身上进行了验证。在任务过程中,HoloLens 摄像机的视频记录通过固定在 AR 显示的虚拟解剖图上的虚拟标记,捕捉下颌运动(颞下颌关节运动)的水平和垂直偏移。为了进行验证,将在观看 AR 时视频记录的颞下颌关节运动与标准运动学采集进行了比较。研究结果表明,AR 生成的轨迹与运动学曲线之间具有一致性,尤其是在使用立方体多目标跟踪器跟踪移动的下颌骨时。最后,在一名患者身上体验了 AR 应用,它对外科医生诊断颞下颌关节正常运动学的改变非常有用。今后应努力减少跟踪器的体积,并为外科医生提供更多的视觉提示。
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来源期刊
Information Systems Frontiers
Information Systems Frontiers 工程技术-计算机:理论方法
CiteScore
13.30
自引率
18.60%
发文量
127
审稿时长
9 months
期刊介绍: The interdisciplinary interfaces of Information Systems (IS) are fast emerging as defining areas of research and development in IS. These developments are largely due to the transformation of Information Technology (IT) towards networked worlds and its effects on global communications and economies. While these developments are shaping the way information is used in all forms of human enterprise, they are also setting the tone and pace of information systems of the future. The major advances in IT such as client/server systems, the Internet and the desktop/multimedia computing revolution, for example, have led to numerous important vistas of research and development with considerable practical impact and academic significance. While the industry seeks to develop high performance IS/IT solutions to a variety of contemporary information support needs, academia looks to extend the reach of IS technology into new application domains. Information Systems Frontiers (ISF) aims to provide a common forum of dissemination of frontline industrial developments of substantial academic value and pioneering academic research of significant practical impact.
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