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A structured light system to guide percutaneous punctures ininterventional radiology

机译:引导经皮穿刺介入放射学的结构化照明系统

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Interventional radiology is a new medical field which allows percutaneous punctures on patients for tumoral destruction or tissue analysis. The patient lies on a CT or MRI table and the practitioner guides the needle insertion iteratively using repetitive acquisitions (2D slices). We aim at designing a guidance system to reduce the number of CT/MRI acquisitions, and therefore decrease the irradiation and shorten the duration of intervention.rnWe propose a system composed of two calibrated cameras and a structured light videoprojector. The cameras track at 15Hz the needle manipulated by the practitioner and a software displays the needle position with respect to a preoperative segmented image of the patient. To register the preoperative image in the camera frame, we firstly reconstruct the patient skin in 3D using the structured light. Then, the surfacic registration between the reconstructed skin and the segmented skin from the preoperative image is performed using the Iterative Closest Point (ICP) algorithm. Ensuring the quality of this registration is the most challenging task of the system. Indeed, a surfacic registration cannot correctly converge if the surfaces to be registered are too smooth.rnThe main contribution of our work is the evaluation on patients of the conditions that can ensure a correct registration of the preoperative skin surface with the reconstructed one. Furthermore, in case of unfavourable conditions, we propose a method to create enough singularities on the patient abdomen so that the convergence is guaranteed. In the coming months, we plan to evaluate the full system during standard needle insertion on patients.
机译:介入放射学是一种新的医学领域,它允许对患者进行经皮穿刺以进行肿瘤破坏或组织分析。患者躺在CT或MRI桌子上,从业者使用重复性采集(二维切片)来反复指导插入针头。我们旨在设计一种引导系统,以减少CT / MRI的获取次数,从而减少辐射并缩短干预时间。我们提出了一个由两个校准摄像机和结构化光视频投影仪组成的系统。摄像机以15Hz的频率跟踪从业人员操作的针头,并且软件会显示针头相对于患者术前分割图像的位置。为了将术前图像记录在相机框架中,我们首先使用结构化光以3D形式重建患者皮肤。然后,使用迭代最近点(ICP)算法在术前图像和重建皮肤之间进行表面配准。确保注册质量是系统中最具挑战性的任务。的确,如果要登记的表面太光滑,表面的登记就不能正确收敛。我们的主要工作是对患者的状况进行评估,以确保可以用重建的皮肤正确登记术前皮肤表面。此外,在不利条件下,我们提出一种在患者腹部产生足够奇异性的方法,以确保会聚。在接下来的几个月中,我们计划在对患者进行标准针刺过程中评估整个系统。

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