HoloUS: Augmented reality visualization of live ultrasound images using HoloLens for ultrasound-guided procedures

头戴式耳机 计算机科学 增强现实 可视化 成像体模 帧速率 超声波 计算机视觉 人工智能 像素 可穿戴计算机 计算机图形学(图像) 医学 放射科 嵌入式系统 电信
作者
Trong N. Nguyen,William Plishker,Andrew Matisoff,Karun Sharma,Raj Shekhar
出处
期刊:International Journal of Computer Assisted Radiology and Surgery [Springer Science+Business Media]
卷期号:17 (2): 385-391 被引量:36
标识
DOI:10.1007/s11548-021-02526-7
摘要

PurposeMicrosoft HoloLens is a pair of augmented reality (AR) smart glasses that could improve the intraprocedural visualization of ultrasound-guided procedures. With the wearable HoloLens headset, an ultrasound image can be virtually rendered and registered with the ultrasound transducer and placed directly in the practitioner’s field of view.MethodsA custom application, called HoloUS, was developed using the HoloLens and a portable ultrasound machine connected through a wireless network. A custom 3D-printed case with an AR-pattern for the ultrasound transducer permitted ultrasound image tracking and registration. Voice controls on the HoloLens supported the scaling and movement of the ultrasound image as desired. The ultrasound images were streamed and displayed in real-time. A user study was performed to assess the effectiveness of the HoloLens as an alternative display platform. Novices and experts were timed on tasks involving targeting simulated vessels using a needle in a custom phantom.ResultsTechnical characterization of the HoloUS app was conducted using frame rate, tracking accuracy, and latency as performance metrics. The app ran at 25 frames/s, had an 80-ms latency, and could track the transducer with an average reprojection error of 0.0435 pixels. With AR visualization, the novices’ times improved by 17% but the experts’ times decreased slightly by 5%, which may reflect the experts’ training and experience bias.ConclusionThe HoloUS application was found to enhance user experience and simplify hand–eye coordination. By eliminating the need to alternately observe the patient and the ultrasound images presented on a separate monitor, the proposed AR application has the potential to improve efficiency and effectiveness of ultrasound-guided procedures.
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