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Identifying Kinematic Markers Associated with Intraoperative Stress during Surgical Training Tasks. 识别手术训练任务中与术中应激相关的运动标记。
Yi Zheng, Grey Leonard, Juan Tellez, Herbert Zeh, Ann Majewicz Fey

Increased levels of stress can impair surgeon performance and patient safety during surgery. The aim of this study is to investigate the effect of short term stressors on laparoscopic performance through analysis of kinematic data. Thirty subjects were randomly assigned into two groups in this IRB-approved study. The control group was required to finish an extended-duration peg transfer task (6 minutes) using the FLS trainer while listening to normal simulated vital signs and while being observed by a silent moderator. The stressed group finished the same task but listened to a period of progressively deteriorating simulated patient vitals, as well as critical verbal feedback from the moderator, which culminated in 30 seconds of cardiac arrest and expiration of the simulated patient. For all subjects, video and position data using electromagnetic trackers mounted on the handles of the laparoscopic instruments were recorded. A statistical analysis comparing time-series velocity, acceleration, and jerk data, as well as path length and economy of volume was conducted. Clinical stressors lead to significantly higher velocity, acceleration, jerk, and path length as well as lower economy of volume. An objective evaluation score using a modified OSATS technique was also significantly worse for the stressed group than the control group. This study shows the potential feasibility and advantages of using the time-series kinematic data to identify the stressful conditions during laparoscopic surgery in near-real-time. This data could be useful in the design of future robot-assisted algorithms to reduce the unwanted effects of stress on surgical performance.

在手术过程中,压力水平的增加会损害外科医生的表现和患者的安全。本研究的目的是通过分析运动学数据来研究短期应激源对腹腔镜手术性能的影响。在irb批准的研究中,30名受试者被随机分为两组。对照组被要求使用FLS训练器完成一个延长时间的peg转移任务(6分钟),同时听正常的模拟生命体征,同时由一个沉默的主持人观察。压力组完成了同样的任务,但听了一段时间逐渐恶化的模拟病人生命体征,以及主持人的批评性口头反馈,最终导致30秒的心脏骤停和模拟病人的死亡。所有受试者使用安装在腹腔镜仪器手柄上的电磁跟踪器记录视频和位置数据。对时间序列速度、加速度和加速度数据以及路径长度和体积经济性进行了统计分析。临床应激源导致速度、加速度、震动和路径长度显著增加,以及体积经济性降低。使用改进的OSATS技术进行客观评价得分,应激组也明显低于对照组。本研究显示了利用时间序列运动学数据近实时识别腹腔镜手术应激状态的潜在可行性和优势。这些数据可以用于未来机器人辅助算法的设计,以减少压力对手术性能的不良影响。
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引用次数: 2
Towards Automatic Robotic Calibration System for Flexible Needles with FBG Sensors. 基于FBG传感器的柔性针机器人自动标定系统的研究。
Kefan Song, Dimitri A Lezcano, Ge Sun, Jin Seob Kim, Iulian I Iordachita

There has been much research exploring the use of fiber Bragg grating (FBG)-sensorized needles in the prostate biopsy procedure, but all FBG needles used in the research need to be calibrated, which is time consuming and prone to human errors. In this work, a semi-automatic robotic system was developed to perform FBG needle calibration. Compared to manual calibration results, the robotic system is able to calibrate FBG needles with the similar level of accuracy as achieved by an experienced manual operator, thus reducing the time cost during the needle calibration process.

在前列腺活检过程中使用光纤布拉格光栅(FBG)传感针已经有了很多研究,但研究中使用的所有光纤光栅针都需要校准,这既耗时又容易出现人为错误。在这项工作中,开发了一个半自动机器人系统来执行光纤光栅针校准。与手动校准结果相比,机器人系统能够以与经验丰富的手动操作员相似的精度校准FBG针,从而减少针校准过程中的时间成本。
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引用次数: 4
Preparation and Property Analysis of Fe3O4/PVA Magnetic Hydrogel Base on Soft Robot Matrix 基于柔性机器人矩阵的Fe3O4/PVA磁性水凝胶制备及性能分析
A. Bai, B. Zhang, C. Dai
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引用次数: 0
Improved Integrated Robotic Intraocular Snake. 改进的集成机器人眼内蛇。
Pub Date : 2020-11-01 Epub Date: 2021-01-11 DOI: 10.1109/ismr48331.2020.9312927
Makoto Jinno, Iulian Iordachita

Retinal surgery can be performed only by surgeons possessing advanced surgical skills because of the small, confined intraocular space, and the restricted free motion of instruments in contact with the sclera. Snake-like robots could be essential for use in retinal surgery to overcome this problem. Such robots can approach from suitable directions and operate delicate tissues when performing retinal vein cannulation, epiretinal membrane peeling and so on. In this study, we propose an improved integrated robotic intraocular snake (I2RIS), which is a new version of our previous IRIS. This update focuses on the dexterous distal unit design and the drive unit design. The proposed dexterous distal unit consists of small elements with reduced contact stress. The proposed drive unit includes a new wire drive mechanism where the drive pulley is mounted at a right angle relative to the actuation direction (also, relative to the conventional direction). A geometric analysis and mechanical design show that the proposed drive mechanism is simpler and easier to assemble and yields higher accuracy than the conventional drive mechanism. Furthermore, considering clinical use, the instrument of the I2RIS is detachable from the motor unit for cleaning, sterilization, and attachment of various surgical tools. Weighing merely 31.3 g, the proposed mechanism is only one third of the weight of the conventional IRIS. The basic functions and effectiveness of the proposed mechanism are verified by experiments on 5:1 scaled-up models of the dexterous distal unit and actual-size models of the instrument and motor units.

由于眼内空间狭小、受限,以及与巩膜接触的器械自由活动受限,视网膜手术只能由具有先进手术技术的外科医生进行。在视网膜手术中,蛇形机器人可能是克服这个问题的关键。这种机器人在进行视网膜静脉插管、视网膜外膜剥离等操作时,可以从合适的方向接近并操作精细组织。在这项研究中,我们提出了一种改进的集成机器人眼内蛇(I2RIS),这是我们之前的IRIS的新版本。本次更新的重点是灵巧远端单元的设计和驱动单元的设计。所提出的灵巧远端单元由接触应力减小的小单元组成。所提出的驱动单元包括一个新的线驱动机构,其中驱动滑轮以相对于驱动方向(也相对于常规方向)的直角安装。几何分析和力学设计表明,与传统的驱动机构相比,该驱动机构结构简单,易于组装,具有较高的精度。此外,考虑到临床使用,I2RIS仪器可与运动单元分离,用于清洁、消毒和连接各种手术工具。该机制仅重31.3克,仅为传统IRIS重量的三分之一。通过5:1的灵巧远端单元模型和实际尺寸的仪器和运动单元模型,验证了该机构的基本功能和有效性。
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引用次数: 4
Spotlight-based 3D Instrument Guidance for Retinal Surgery. 基于聚光灯的视网膜手术三维仪器指导。
Pub Date : 2020-11-01 Epub Date: 2021-01-11 DOI: 10.1109/ismr48331.2020.9312952
Mingchuan Zhou, Jiahao Wu, Ali Ebrahimi, Niravkumar Patel, Changyan He, Peter Gehlbach, Russell H Taylor, Alois Knoll, M Ali Nasseri, Iulian Iordachita

Retinal surgery is a complex activity that can be challenging for a surgeon to perform effectively and safely. Image guided robot-assisted surgery is one of the promising solutions that bring significant surgical enhancement in treatment outcome and reduce the physical limitations of human surgeons. In this paper, we demonstrate a novel method for 3D guidance of the instrument based on the projection of spotlight in the single microscope images. The spotlight projection mechanism is firstly analyzed and modeled with a projection on both a plane and a sphere surface. To test the feasibility of the proposed method, a light fiber is integrated into the instrument which is driven by the Steady-Hand Eye Robot (SHER). The spot of light is segmented and tracked on a phantom retina using the proposed algorithm. The static calibration and dynamic test results both show that the proposed method can easily archive 0.5 mm of tip-to-surface distance which is within the clinically acceptable accuracy for intraocular visual guidance.

视网膜手术是一项复杂的活动,对外科医生来说,有效和安全地进行手术是一项挑战。图像引导机器人辅助手术是一种很有前途的解决方案,可以显著提高手术治疗效果,减少人类外科医生的身体限制。在本文中,我们提出了一种新的基于单显微镜图像的聚焦投影的仪器三维制导方法。首先分析了射光在平面和球面上的投影机理,并建立了射光在平面和球面上的投影模型。为了验证该方法的可行性,将一根光纤集成到由稳定手眼机器人(SHER)驱动的仪器中。利用该算法对幻影视网膜上的光点进行了分割和跟踪。静态校准和动态测试结果均表明,该方法可以轻松地归档0.5 mm的尖端到表面距离,在临床上可接受的眼内视觉引导精度范围内。
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引用次数: 5
Force-based Safe Vein Cannulation in Robot-assisted Retinal Surgery: A Preliminary Study. 机器人辅助视网膜手术中基于力的安全静脉插管:初步研究。
Pub Date : 2020-11-01 Epub Date: 2021-01-11 DOI: 10.1109/ismr48331.2020.9312945
Jiahao Wu, Changyan He, Mingchuan Zhou, Ali Ebrahimi, Muller Urias, Niravkumar A Patel, Yun-Hui Liu, Peter Gehlbach, Iulian Iordachita

Retinal vein cannulation (RVC) is a potential treatment for retinal vein occlusion (RVO). Manual surgery has limitations in RVC due to extremely small vessels and instruments involved, as well as the presence of physiological hand tremor. Robot-assisted retinal surgery may be a better approach to smooth and accurate instrument manipulation during this procedure. Motion of the retina and cornea related to heartbeat may be associated with unexpected forces between the tool and eyeball. In this paper, we propose a force-based control strategy to automatically compensate for the movement of the retina maintaining the tip force and sclera force in a predetermined small range. A dual force-sensing tool is used to monitor the tip force, sclera force and tool insertion depth, which will be used to derive a desired joint velocity for the robot via a modified admittance controller. Then the tool is manipulated to compensate for the movement of the retina as well as reduce the tip force and sclera force. Quantitative experiments are conducted to verify the efficacy of the control strategy and a user study is also conducted by a retinal surgeon to demonstrate the advantages of our automatic compensation approach.

视网膜静脉插管(RVC)是一种治疗视网膜静脉闭塞(RVO)的潜在方法。由于涉及的血管和器械非常小,以及存在生理性手部震颤,手工手术在RVC中有局限性。机器人辅助视网膜手术可能是更好的方法平滑和准确的仪器操作在这个过程中。与心跳相关的视网膜和角膜的运动可能与工具和眼球之间的意外力有关。在本文中,我们提出了一种基于力的控制策略来自动补偿视网膜的运动,使尖端力和巩膜力保持在预定的小范围内。双力传感工具用于监测尖端力、巩膜力和刀具插入深度,并通过改进的导纳控制器获得机器人所需的关节速度。然后操作工具来补偿视网膜的运动,以及减少尖端力和巩膜力。定量实验验证了控制策略的有效性,并由视网膜外科医生进行了用户研究,以证明我们的自动补偿方法的优势。
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引用次数: 2
FBG-based Kalman Filtering and Control of Tool Insertion Depth For Safe Robot-assisted Vitrectomy. 基于fbg的卡尔曼滤波及安全机器人辅助玻璃体切割刀具插入深度控制。
Pub Date : 2020-11-01 Epub Date: 2021-01-11 DOI: 10.1109/ismr48331.2020.9312931
Ali Ebrahimi, Muller Urias, Niravkumar Patel, Peter Gehlbach, Farshid Alambeigi, Iulian Iordachita

Vitrectomy is that portion of retinal surgery in which the vitreous gel is removed either as a definitive treatment or to provide direct tool access to the retina. This procedure should be conducted prior to several eye surgeries in order to provide better access to the eyeball posterior. It is a relatively repeatable and straight forward procedure that lends itself to robotic assistance or potentially autonomous performance if tool contact with critical structures can be avoided. One of the detrimental incidences that can occur during the robot-assisted vitrectomy is when the robot penetrates the tool more than allowed boundaries into the eyeball toward retina. In this paper, we provide filtering and control to guide instrument insertion depth in order to avoid tool-to-retina contact. For this purpose, first the tool insertion depth measurement is improved using a Kalman filtering (KF) algorithm. This improved measurement is then used in an adaptive control strategy by which the robot reduces the tool insertion depth based on a predefined and safe trajectory for it, when safe boundaries are overstepped. The performance of the insertion depth safety control system is then compared to one in which the insertion depth is not passed through a Kalman filter prior to being fed to the control system. Our results indicate that applying KF in the adaptive control of the robot enhances procedure safety and enables the robot to always keep the tool insertion depth under the safe levels.

玻璃体切除术是视网膜手术的一部分,其中玻璃体凝胶被移除作为确定的治疗或提供直接进入视网膜的工具。该手术应在几次眼科手术之前进行,以便更好地进入眼球后部。这是一个相对可重复且直接的过程,如果可以避免工具与关键结构接触,则可以使用机器人辅助或潜在的自主性能。在机器人辅助玻璃体切除术中可能发生的有害事件之一是当机器人穿透工具超过允许的边界进入眼球朝向视网膜。在本文中,我们提供了过滤和控制来引导仪器插入深度,以避免工具与视网膜接触。为此,首先采用卡尔曼滤波(KF)算法对刀具插入深度测量进行改进。然后,这种改进的测量方法用于自适应控制策略,当超越安全边界时,机器人根据预定义的安全轨迹减少刀具插入深度。然后将插入深度安全控制系统的性能与插入深度在输入控制系统之前未经过卡尔曼滤波的安全控制系统进行比较。研究结果表明,将KF应用于机器人的自适应控制,提高了机器人的操作安全性,使机器人的刀具插入深度始终保持在安全水平之下。
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引用次数: 0
Computational Optimization of Notch Spacing for a Transnasal Ear Endoscopy Continuum Robot. 经鼻耳内窥镜连续机器人缺口间距的计算优化。
Alex J Chiluisa, Floris J Van Rossum, Joshua B Gafford, Robert F Labadie, Robert J Webster, Loris Fichera

This paper presents a computational framework to optimize the visual coverage attainable by a notched-tube continuum robotic endoscope inside the middle ear cavity. Our framework combines anatomically-accurate geometric (mesh) models of the middle ear with a sampling-based motion planning algorithm (RRT) and a ray-casting procedure to quantify what regions of the middle ear can be accessed and visualized by the endoscope. To demonstrate the use of this framework, we run computer simulations to investigate the effect of varying the distance between each pair of consecutive flexure elements (i.e., notches) in our robotic endoscope.

本文提出了一个计算框架,以优化缺口管连续体机器人内窥镜在中耳腔内的视觉覆盖范围。我们的框架结合了解剖学精确的中耳几何(网格)模型、基于采样的运动规划算法(RRT)和射线投射程序,以量化内窥镜可以访问和可视化中耳的哪些区域。为了演示该框架的使用,我们运行计算机模拟来研究机器人内窥镜中每对连续弯曲元件(即缺口)之间距离变化的影响。
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引用次数: 4
Sclera Force Control in Robot-assisted Eye Surgery: Adaptive Force Control vs. Auditory Feedback. 机器人辅助眼科手术的巩膜力控制:自适应力控制与听觉反馈。
Pub Date : 2019-04-01 Epub Date: 2019-05-09 DOI: 10.1109/ISMR.2019.8710205
Ali Ebrahimi, Changyan He, Niravkumar Patel, Marin Kobilarov, Peter Gehlbach, Iulian Iordachita

Surgeon hand tremor limits human capability during microsurgical procedures such as those that treat the eye. In contrast, elimination of hand tremor through the introduction of microsurgical robots diminishes the surgeons tactile perception of useful and familiar tool-to-sclera forces. While the large mass and inertia of eye surgical robot prevents surgeon microtremor, loss of perception of small scleral forces may put the sclera at risk of injury. In this paper, we have applied and compared two different methods to assure the safety of sclera tissue during robot-assisted eye surgery. In the active control method, an adaptive force control strategy is implemented on the Steady-Hand Eye Robot in order to control the magnitude of scleral forces when they exceed safe boundaries. This autonomous force compensation is then compared to a passive force control method in which the surgeon performs manual adjustments in response to the provided audio feedback proportional to the magnitude of sclera force. A pilot study with three users indicate that the active control method is potentially more efficient.

外科医生的手震颤在显微外科手术过程中限制了人类的能力,比如那些治疗眼睛的手术。相比之下,通过引入显微外科机器人来消除手部震颤会减少外科医生对有用和熟悉的工具到巩膜力的触觉感知。虽然眼外科机器人的大质量和惯性可以防止外科医生的微颤,但失去对巩膜小力的感知可能会使巩膜处于损伤的危险之中。在本文中,我们应用并比较了两种不同的方法来确保机器人辅助眼科手术中巩膜组织的安全性。在主动控制方法中,采用自适应力控制策略控制稳态手眼机器人在巩膜力超出安全边界时的大小。然后将这种自主力补偿与被动力控制方法进行比较,在被动力控制方法中,外科医生根据所提供的与巩膜力大小成比例的音频反馈进行手动调整。对三个用户的初步研究表明,主动控制方法可能更有效。
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引用次数: 13
Remotely Actuated Needle Driving Device for MRI-Guided Percutaneous Interventions. mri引导下经皮介入治疗的远程驱动针驱动装置。
Pub Date : 2019-01-01 Epub Date: 2019-05-09 DOI: 10.1109/ismr.2019.8710176
Di Wu, Gang Li, Niravkumar Patel, Jiawen Yan, Reza Monfaredi, Kevin Cleary, Iulian Iordachita

In this paper we introduce a remotely actuated MRI-compatible needle driving device for pain injections in the lower back. This device is able to manipulate the needle inside the closed-bore MRI scanner under the control of the interventional radiologist inside both the scanner room and the console room. The device consists of a 2 degrees of freedom (DOF) needle driver and an actuation box. The 2-DOF needle driver is placed inside the scanner bore and driven by the actuation box settled at the end of the table through a beaded chain transmission. This novel remote actuation design could reduce the weight and profile of the needle driver that is mounted on the patient, as well as minimize the potential imaging noise introduced by the actuation electronics. The actuation box is designed to perform needle intervention in both manual and motorized fashion by utilizing a mode switch mechanism. A mechanical hard stop is also incorporated to improve the device's safety. The bench-top accuracy evaluation of the device demonstrated a small mean needle placement error (< 1 mm) in a phantom study.

在本文中,我们介绍了一种用于下背部疼痛注射的远程驱动mri兼容针驱动装置。该装置能够在扫描室和控制室的介入放射科医生的控制下操纵闭孔MRI扫描仪内的针头。该装置由一个2自由度(DOF)的针驱动器和一个驱动箱组成。2-DOF针驱动器放置在扫描孔内,并通过串珠链传动由位于表端的驱动箱驱动。这种新颖的远程驱动设计可以减少安装在患者身上的针驱动器的重量和外形,并最大限度地减少由驱动电子设备引入的潜在成像噪声。驱动箱设计用于通过使用模式切换机构以手动和电动方式进行针干预。机械硬停止也被纳入,以提高设备的安全性。该装置的台架精度评估显示,在幻影研究中,针的平均放置误差很小(1毫米)。
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引用次数: 10
期刊
... International Symposium on Medical Robotics. International Symposium on Medical Robotics
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