The Development of a Virtual Simulator for a Novel Design Non-Permanent Magnetic Needle Based Eye Anesthesia Training System

被引:1
|
作者
Borvorntanajanya, Korn [1 ]
Suthakorn, Jackrit [1 ]
机构
[1] Mahidol Univ, Fac Engn, Ctr Biomed & Robot Technol BART LAB, Salaya 73170, Nakhon Pathom, Thailand
来源
IEEE ACCESS | 2022年 / 10卷
关键词
Educational robots; hall effect devices; medical robotics; simultaneous localization; mapping; EXTENDED KALMAN FILTER; OPHTHALMIC ANESTHESIA; ULTRASOUND DETECTION; REGIONAL ANESTHESIA; IATROGENIC INJURY; LEAST-SQUARE; TRACKING; BLOCK;
D O I
10.1109/ACCESS.2022.3207179
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Ophthalmic anesthesia plays a crucial role in eye surgery. However, the conventional practice of this process is a blind procedure, in which a needle is inserted blindly into the cadaver. This paper introduces a needle tip tracking system for ophthalmic anesthesia training focusing on the Retrobulbar block procedure. The study presents a development in a prototyped system using Hall effect sensor arrays to track a 5D magnetized needle tip (X, Y, Z, theta, phi). The orbital structure is fabricated with embedded Hall effect sensors. The extended Kalman filter and least square method are developed to select the observation model from multiple training sets and to estimate the needle tip coordinates. The robotic manipulator (ABB YUMI) is used to model the training set between the distance and the initial angle of the magnetized needle. The developed system provides the needle tip position with an RMS of Euclidean distance error up to 1.7398 +/- 0.5288 mm. As a result, the system is capable of providing the needle tip positions with an acceptable error comparing the system's accuracy with the size of the retrobulbar target space and important anatomies.
引用
收藏
页码:99762 / 99775
页数:14
相关论文
共 3 条
  • [1] Hall Effect Sensing Workspace Estimation with Non-Permanent Magnetic Needle for Eye Anesthesia Training System via Robotic Experiments
    Borvorntanajanya, Korn
    Suthakorn, Jackrit
    2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2018, : 4019 - 4024
  • [2] Design and development of a personalized virtual reality-based training system for vascular intervention surgery
    Li, Pan
    Xu, Boxuan
    Zhang, Xinxin
    Fang, Delei
    Zhang, Junxia
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 249
  • [3] Design and Development of an Integrated Virtual Reality (VR)-Based Training System for Difficult Airway Management
    Jain, Saurabh
    Chowdhury, Bijoy Dripta Barua
    Mosier, Jarrod M.
    Subbian, Vignesh
    Hughes, Kate
    Son, Young-Jun
    IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE, 2025, 13 : 49 - 60