Virtual Reality Applications Center, Iowa State University, 1620 Howe Hall, Ames, IA, 50011, USA.
Virtual Reality Applications Center, Department of Mechanical Engineering, Iowa State University, 1620 Howe Hall, Ames, IA, 50011, USA.
J Digit Imaging. 2017 Dec;30(6):738-750. doi: 10.1007/s10278-017-9986-1.
Powerful non-invasive imaging technologies like computed tomography (CT), ultrasound, and magnetic resonance imaging (MRI) are used daily by medical professionals to diagnose and treat patients. While 2D slice viewers have long been the standard, many tools allowing 3D representations of digital medical data are now available. The newest imaging advancement, functional MRI (fMRI) technology, has changed medical imaging from viewing static to dynamic physiology (4D) over time, particularly to study brain activity. Add this to the rapid adoption of mobile devices for everyday work and the need to visualize fMRI data on tablets or smartphones arises. However, there are few mobile tools available to visualize 3D MRI data, let alone 4D fMRI data. Building volume rendering tools on mobile devices to visualize 3D and 4D medical data is challenging given the limited computational power of the devices. This paper describes research that explored the feasibility of performing real-time 3D and 4D volume raycasting on a tablet device. The prototype application was tested on a 9.7" iPad Pro using two different fMRI datasets of brain activity. The results show that mobile raycasting is able to achieve between 20 and 40 frames per second for traditional 3D datasets, depending on the sampling interval, and up to 9 frames per second for 4D data. While the prototype application did not always achieve true real-time interaction, these results clearly demonstrated that visualizing 3D and 4D digital medical data is feasible with a properly constructed software framework.
强大的无创成像技术,如计算机断层扫描(CT)、超声和磁共振成像(MRI),每天都被医疗专业人员用于诊断和治疗患者。虽然二维切片查看器长期以来一直是标准,但现在有许多允许对数字医学数据进行三维表示的工具。最新的成像技术——功能磁共振成像(fMRI)技术,已经使医学成像从静态到动态生理学(4D)发生了变化,特别是用于研究大脑活动。此外,移动设备在日常工作中的快速采用,以及在平板电脑或智能手机上可视化 fMRI 数据的需求也随之而来。然而,能够可视化 3D MRI 数据的移动工具很少,更不用说 4D fMRI 数据了。考虑到设备的计算能力有限,在移动设备上构建用于可视化 3D 和 4D 医学数据的体绘制工具具有挑战性。本文描述了一项研究,该研究探索了在平板电脑设备上实时执行 3D 和 4D 体射线投射的可行性。原型应用程序在 9.7 英寸 iPad Pro 上使用两个不同的大脑活动 fMRI 数据集进行了测试。结果表明,移动射线投射能够在传统 3D 数据集上达到每秒 20 到 40 帧,具体取决于采样间隔,对于 4D 数据,最高可达每秒 9 帧。虽然原型应用程序并非总是能够实现真正的实时交互,但这些结果清楚地表明,使用适当构建的软件框架,可视化 3D 和 4D 数字医学数据是可行的。