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Visual servoing for automatic and uncalibrated percutaneous procedures

机译:视觉伺服自动和未校准的经皮手术

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Visual servoing is well established in the field of industrial robotics, when using CCD cameras. This paper describes one of the first medical implementations of uncalibrated visual servoing. To our knowledge, this is the first time that visual servoing is done using x-ray fluoroscopy. In this paper we present a new image based approach for semi-automatically guidance of a needle or surgical tool during percutaneous procedures and is based on a series of granted and pending US patent applications. It is a simple and accurate method which requires no prior calibration or registration. Therefore, no additional sensors, no stererotactic frame and no additional calibration phantom is needed. Our techniques provides accurate 3D alignment of the tool with respect to an anatomic target and estimates the required insertion depth. We implemented and verified this method with three different medical robots at the Computer Integrated Surgery (CIS) Lab at the Johns Hopkins University. First tests were performed using a CCD-camera and a mobile uniplanar x-ray fluoroscope as imaging modality. We used small metal balls of 4 mm in diameter as target points. These targets were placed 60 to 70 mm deep inside a test-phantom. Our method led to correct insertions with mean deviation of 0.20 mm with CCD camera and mean deviation of about 1.5 mm in clinical surrounding with an old x-ray imaging system, where the images were not of best quality. These promising results present this method as a serious alternative to other needle placement techniques, which require cumbersome and time consuming calibration procedures.
机译:使用CCD摄像机时,在工业机器人技术领域,视觉伺服很好。本文介绍了未校准的视觉伺服的第一种医学实施之一。为了我们的知识,这是第一次使用X射线透视进行视觉伺服。在本文中,我们在经皮手术期间提出了一种基于针对针或外科手术工具的半自动指导的方法,并且基于一系列授予和未决的美国专利申请。这是一种简单而准确的方法,不需要先前的校准或注册。因此,不需要额外的传感器,无菌术框架,并且不需要额外的校准幻像。我们的技术提供了刀具相对于解剖靶的精确三维对准,并估计所需的插入深度。我们在约翰霍普金斯大学的计算机综合外科(CIS)实验室中有三种不同的医疗机器人实施并验证了这种方法。使用CCD相机和移动uniplanar X射线荧光镜作为成像模块进行第一次测试。我们使用直径为4毫米的小金属球作为目标点。这些靶在测试模型内部置于50至70毫米。我们的方法导致在旧X射线成像系统的临床环境中校正平均偏差0.20mm的平均偏差,平均偏差约1.5mm,图像不是最佳质量的临床。这些有希望的结果将该方法作为其他针放置技术的严重替代品,这需要繁琐且耗时的校准程序。

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