Closed-loop control of a tendon-driven active needle for tip tracking at desired bending angle for high-dose-rate prostate brachytherapy

IF 1.9 4区 计算机科学 Q3 ROBOTICS
Robotica Pub Date : 2024-08-27 DOI:10.1017/s0263574724000900
Samuel Lafreniere, Blayton Padasdao, Bardia Konh
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Abstract

Prostate cancer is the second most common malignancy in American men. High-dose-rate brachytherapy is a popular treatment technique in which a large, localized radiation dose is used to kill cancer. Utilization of curvilinear catheter implantation inside the prostate gland to provide access channels to host the radiation source has shown superiority in terms of improved dosimetric constraints compared to straight needles. To this aim, we have introduced an active needle to curve inside the prostate conformal to the patient’s specific anatomical relationship for improved dose distribution to the prostate and reduced toxicity to the organs at risk. This work presents closed-loop control of our tendon-driven active needle in water medium and air using the position feedback of the tip obtained in real time from an ultrasound (US) or an electromagnetic (EM) tracking sensor, respectively. The active needle consists of a compliant flexure section to realize bending in two directions via actuation of two internal tendons. Tracking errors using US and EM trackers are estimated and compared. Results show that the bending angle of the active needle could be controlled using position feedback of the US or the EM tracking system with a bending angle error of less than 1.00 degree when delay is disregarded. It is concluded that the actuation system and controller, presented in this work, are able to realize a desired bending angle at the active needle tip with reasonable accuracy paving the path for tip tracking and manipulation control evaluations in a prostate brachytherapy.
对肌腱驱动的主动针进行闭环控制,以便在高剂量率前列腺近距离放射治疗中以所需弯曲角度跟踪针尖
前列腺癌是美国男性第二大常见恶性肿瘤。高剂量率近距离放射治疗是一种流行的治疗技术,它利用大剂量的局部放射线来杀死癌细胞。与直针相比,利用曲线导管植入前列腺内,为放射源提供进入通道,在改善剂量限制方面显示出优越性。为此,我们引入了一种主动针,根据患者的具体解剖关系在前列腺内形成曲线,以改善前列腺的剂量分布,降低对危险器官的毒性。这项研究利用超声(US)或电磁(EM)跟踪传感器实时获得的针尖位置反馈,对我们的腱驱动主动针在水介质和空气中的运行进行闭环控制。主动针由一个顺应性弯曲部分组成,通过两个内部腱的驱动实现两个方向的弯曲。对使用 US 和 EM 跟踪器的跟踪误差进行了估算和比较。结果表明,使用 US 或 EM 跟踪系统的位置反馈可以控制主动针的弯曲角度,在不考虑延迟的情况下,弯曲角度误差小于 1.00 度。结论是,本研究中介绍的驱动系统和控制器能够以合理的精度实现主动针尖的理想弯曲角度,为前列腺近距离治疗中的针尖跟踪和操纵控制评估铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Robotica
Robotica 工程技术-机器人学
CiteScore
4.50
自引率
22.20%
发文量
181
审稿时长
9.9 months
期刊介绍: Robotica is a forum for the multidisciplinary subject of robotics and encourages developments, applications and research in this important field of automation and robotics with regard to industry, health, education and economic and social aspects of relevance. Coverage includes activities in hostile environments, applications in the service and manufacturing industries, biological robotics, dynamics and kinematics involved in robot design and uses, on-line robots, robot task planning, rehabilitation robotics, sensory perception, software in the widest sense, particularly in respect of programming languages and links with CAD/CAM systems, telerobotics and various other areas. In addition, interest is focused on various Artificial Intelligence topics of theoretical and practical interest.
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