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Robot-Assisted Retinal Vein Cannulation with Force-Based Puncture Detection: Micron vs. the Steady-Hand Eye Robot

机译:基于力的穿刺检测的机器人辅助视网膜静脉插管:微米与稳定手眼机器人

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摘要

Retinal vein cannulation is a demanding procedure where therapeutic agents are injected into occluded retina veins. The feasibility of this treatment is limited due to challenges in identifying the moment of venous puncture, achieving cannulation and maintaining it throughout the drug delivery period. In this study, we integrate a force-sensing microneedle with two distinct robotic systems: the handheld micromanipulator Micron, and the cooperatively controlled Steady-Hand Eye Robot (SHER). The sensed tool-to-tissue interaction forces are used to detect venous puncture and extend the robots’ standard control schemes with a new position holding mode (PHM) that assists the operator hold the needle position fixed and maintain cannulation for a longer time with less trauma on the vasculature. We evaluate the resulting systems comparatively in a dry phantom, stretched vinyl membranes. Results have shown that modulating the admittance control gain of SHER alone is not a very effective solution for preventing the undesired tool motion after puncture. However, after using puncture detection and PHM the deviation from the puncture point is significantly reduced, by 65% with Micron, and by 95% with SHER representing a potential advantage over freehand for both.
机译:视网膜静脉插管是一种苛刻的程序,其中将治疗剂注入被阻塞的视网膜静脉中。由于在识别静脉穿刺的时刻,实现插管并在整个药物输送期间保持其方面存在挑战,因此该治疗的可行性受到限制。在这项研究中,我们将力感测微针与两个不同的机器人系统集成在一起:手持式微操纵器Micron和协同控制的稳定手眼机器人(SHER)。感测到的工具与组织之间的相互作用力用于检测静脉穿刺并通过新的位置保持模式(PHM)扩展机器人的标准控制方案,该模式可帮助操作员将针头位置固定并保持插管更长的时间而更少对脉管系统的创伤。我们在干燥的幻影拉伸乙烯基膜中比较评估所得系统。结果表明,仅调节SHER的导纳控制增益并不是防止穿刺后不希望的工具运动的非常有效的解决方案。但是,在使用穿刺检测和PHM之后,与穿刺点的偏差显着降低,Micron降低了65%,SHER降低了95%,这代表了两者相对于徒手的潜在优势。

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