Johns Hopkins University, Baltimore, MD, 21218, USA.
Johns Hopkins Medicine, Baltimore, MD, 21209, USA.
Int J Comput Assist Radiol Surg. 2024 Jan;19(1):51-59. doi: 10.1007/s11548-023-02956-5. Epub 2023 Jun 22.
A virtual reality (VR) system, where surgeons can practice procedures on virtual anatomies, is a scalable and cost-effective alternative to cadaveric training. The fully digitized virtual surgeries can also be used to assess the surgeon's skills using measurements that are otherwise hard to collect in reality. Thus, we present the Fully Immersive Virtual Reality System (FIVRS) for skull-base surgery, which combines surgical simulation software with a high-fidelity hardware setup.
FIVRS allows surgeons to follow normal clinical workflows inside the VR environment. FIVRS uses advanced rendering designs and drilling algorithms for realistic bone ablation. A head-mounted display with ergonomics similar to that of surgical microscopes is used to improve immersiveness. Extensive multi-modal data are recorded for post-analysis, including eye gaze, motion, force, and video of the surgery. A user-friendly interface is also designed to ease the learning curve of using FIVRS.
We present results from a user study involving surgeons with various levels of expertise. The preliminary data recorded by FIVRS differentiate between participants with different levels of expertise, promising future research on automatic skill assessment. Furthermore, informal feedback from the study participants about the system's intuitiveness and immersiveness was positive.
We present FIVRS, a fully immersive VR system for skull-base surgery. FIVRS features a realistic software simulation coupled with modern hardware for improved realism. The system is completely open source and provides feature-rich data in an industry-standard format.
虚拟现实(VR)系统使外科医生能够在虚拟解剖结构上进行手术操作,是一种可扩展且具有成本效益的替代尸体培训的方法。完全数字化的虚拟手术还可以用于使用在现实中难以收集的测量值来评估外科医生的技能。因此,我们提出了用于颅底手术的完全沉浸式虚拟现实系统(FIVRS),该系统将手术模拟软件与高保真硬件设置相结合。
FIVRS 允许外科医生在 VR 环境中遵循正常的临床工作流程。FIVRS 使用先进的渲染设计和钻孔算法实现逼真的骨骼消融。使用与手术显微镜类似的人体工程学头戴式显示器来提高沉浸感。为了进行后续分析,记录了广泛的多模态数据,包括眼动、运动、力和手术视频。还设计了用户友好的界面,以降低使用 FIVRS 的学习曲线。
我们展示了一项涉及不同专业水平外科医生的用户研究的结果。FIVRS 记录的初步数据可区分具有不同专业水平的参与者,有望为自动技能评估的未来研究提供帮助。此外,研究参与者对系统的直观性和沉浸感的非正式反馈是积极的。
我们提出了用于颅底手术的完全沉浸式 VR 系统 FIVRS。FIVRS 具有逼真的软件模拟和现代硬件,可提高真实感。该系统完全开源,并以行业标准格式提供功能丰富的数据。