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Touchless gesture user interface for interactive image visualization in urological surgery

机译:非接触式手势用户界面,用于泌尿外科手术中的交互式图像可视化

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Purpose: In the operating room (OR) a touchless interface is an ideal solution since it does not demand any physical contact and still can provide the necessary control features in a cleansed and sterilized environment. Methods: Using open-source software libraries and image processing techniques, we implemented a hand tracking and gesture recognition system based on the Kinect device that enables surgeon to successfully touchlessly navigate through the image in the intraoperative setting through a personal computer. We used the InVesalius software, which provides high-quality 3D reconstruction of medical images. Results: Computed tomography data were intraoperatively fruitfully accessed through a simple and cheap solution in 4 tumor enucleations in 3 male patients in whom elective nephron-sparing surgeries were performed for small non-exophitic tumors. Mean tumor length was 2.7 cm (2.1, 2.7, 2.9 and 3.1 cm), and real-time ultrasound was not necessary for intraoperative identification in 3 of 4 endorenal tumors. All pathological reports revealed renal cell carcinoma, Fuhrman grade I, and negative inked surgical margins. No intra- or postoperative complication was reported. Conclusions: For the first time in the literature, a touchless user interface solution applying the Kinect device showed to be very efficient and enabled a low-cost and accurate control of the software InVesalius intraoperative, just using hand gestures. It can be used with any mouse-controlled software, opening an avenue for potential applications in many other areas, such as data visualization, augmented reality, accessibility, and robotics. The further validation and advancement of this technology are underway.
机译:目的:在手术室(OR)中,非接触式界面是理想的解决方案,因为它不需要任何物理接触,并且仍然可以在清洁和消毒的环境中提供必要的控制功能。方法:使用开源软件库和图像处理技术,我们实现了基于Kinect设备的手部跟踪和手势识别系统,该系统使外科医生能够通过个人计算机在术中设置中成功地非接触式浏览图像。我们使用了InVesalius软件,该软件可提供医学图像的高质量3D重建。结果:通过简单廉价的解决方案,在3例男性患者中进行了4个肿瘤摘除术,通过术中简单,便宜的解决方案获得了有效的计算机断层扫描数据,这些患者进行了择期保肾手术,治疗的是小型非外生性肿瘤。平均肿瘤长度为2.7厘米(2.1、2.7、2.9和3.1厘米),并且在4个肾内肿瘤中有3个不需要术中实时超声检查。所有病理报告均显示肾细胞癌,Fuhrman等级为I,且手术切缘阴性。没有术中或术后并发症的报道。结论:在文献中,使用Kinect设备的非接触式用户界面解决方案首次显示出非常高效的效果,并且仅通过手势就可以对InVesalius术中软件进行低成本且准确的控制。它可以与任何鼠标控制的软件一起使用,从而为许多其他领域的潜在应用开辟了道路,例如数据可视化,增强现实,可访问性和机器人技术。这项技术的进一步验证和发展正在进行中。

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