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Gesture-based registration correction using a mobile augmented reality image-guided neurosurgery system

机译:使用移动增强现实图像引导神经外科系统的基于手势的配准校正

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摘要

In image-guided neurosurgery, a registration between the patient and their pre-operative images and the tracking of surgical tools enables GPS-like guidance to the surgeon. However, factors such as brainshift, image distortion, and registration error cause the patient-to-image alignment accuracy to degrade throughout the surgical procedure no longer providing accurate guidance. The authors present a gesture-based method for manual registration correction to extend the usage of augmented reality (AR) neuronavigation systems. The authors’ method, which makes use of the touchscreen capabilities of a tablet on which the AR navigation view is presented, enables surgeons to compensate for the effects of brainshift, misregistration, or tracking errors. They tested their system in a laboratory user study with ten subjects and found that they were able to achieve a median registration RMS error of 3.51 mm on landmarks around the craniotomy of interest. This is comparable to the level of accuracy attainable with previously proposed methods and currently available commercial systems while being simpler and quicker to use. The method could enable surgeons to quickly and easily compensate for most of the observed shift. Further advantages of their method include its ease of use, its small impact on the surgical workflow and its small-time requirement.
机译:在图像引导的神经外科手术中,患者及其术前图像之间的配准以及对手术工具的跟踪使GPS可以像外科手术一样引导。但是,诸如移脑,图像失真和配准错误之类的因素会导致在整个外科手术过程中,患者与图像的对齐精度降低,从而不再提供准确的指导。作者提出了一种基于手势的手动配准校正方法,以扩展增强现实(AR)神经导航系统的用途。作者的方法利用了平板电脑的触摸屏功能,并在平板电脑上显示了AR导航视图,该方法使外科医生能够补偿因脑部移动,配准错误或跟踪错误而带来的影响。他们在一项针对十名受试者的实验室用户研究中测试了他们的系统,发现他们能够在感兴趣的颅骨切开术周围的界标上实现3.51 mm的平均配准RMS误差。这与先前提出的方法和当前可用的商业系统可达到的准确性水平相当,同时使用起来更加简单快捷。该方法可以使外科医生能够快速轻松地补偿大部分观察到的移位。他们的方法的其他优点包括易于使用,对手术流程的影响小以及所需时间短。

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