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用于可视化 MRI 数据和规划神经外科手术的全息增强现实接口。

A Holographic Augmented Reality Interface for Visualizing of MRI Data and Planning of Neurosurgical Procedures.

机构信息

MRI Lab, Department of Computer Science, University of Houston, 4800 Calhoun Road PGH 501, Houston, TX, USA.

Medical Physics Laboratory, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.

出版信息

J Digit Imaging. 2021 Aug;34(4):1014-1025. doi: 10.1007/s10278-020-00412-3. Epub 2021 May 23.

Abstract

The recent introduction of wireless head-mounted displays (HMD) promises to enhance 3D image visualization by immersing the user into 3D morphology. This work introduces a prototype holographic augmented reality (HAR) interface for the 3D visualization of magnetic resonance imaging (MRI) data for the purpose of planning neurosurgical procedures. The computational platform generates a HAR scene that fuses pre-operative MRI sets, segmented anatomical structures, and a tubular tool for planning an access path to the targeted pathology. The operator can manipulate the presented images and segmented structures and perform path-planning using voice and gestures. On-the-fly, the software uses defined forbidden-regions to prevent the operator from harming vital structures. In silico studies using the platform with a HoloLens HMD assessed its functionality and the computational load and memory for different tasks. A preliminary qualitative evaluation revealed that holographic visualization of high-resolution 3D MRI data offers an intuitive and interactive perspective of the complex brain vasculature and anatomical structures. This initial work suggests that immersive experiences may be an unparalleled tool for planning neurosurgical procedures.

摘要

最近引入的无线头戴式显示器 (HMD) 通过使用户沉浸在 3D 形态中,有望增强 3D 图像可视化效果。这项工作引入了一个用于磁共振成像 (MRI) 数据 3D 可视化的全息增强现实 (HAR) 接口原型,旨在规划神经外科手术。该计算平台生成一个 HAR 场景,融合了术前 MRI 数据集、分割的解剖结构以及用于规划通向目标病理学的进入路径的管状工具。操作员可以使用语音和手势来操纵呈现的图像和分割结构,并执行路径规划。该软件实时使用定义的禁止区域,防止操作员伤害重要结构。使用 HoloLens HMD 的平台进行的计算机模拟研究评估了其在不同任务中的功能、计算负载和内存。初步定性评估表明,高分辨率 3D MRI 数据的全息可视化为复杂的大脑血管和解剖结构提供了直观和交互式的视角。这项初步工作表明,沉浸式体验可能是规划神经外科手术的无与伦比的工具。

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