Endoluminal Motion Recognition of a Magnetically-Guided Capsule Endoscope Based on Capsule-Tissue Interaction Force

被引:2
|
作者
Zhang, Peisen [1 ]
Li, Jing [2 ]
Zhang, Weimin [1 ,3 ]
Hao, Yang [1 ]
Ciuti, Gastone [3 ,4 ]
Arai, Tatsuo [3 ]
Dario, Paolo [3 ,4 ]
Huang, Qiang [3 ,5 ]
机构
[1] Beijing Inst Technol, Intelligent Robot Inst, Sch Mechatron Engn, Beijing 100081, Peoples R China
[2] Beijing Univ Civil Engn & Architecture, Sch Elect & Informat Engn, Beijing 100081, Peoples R China
[3] Beijing Inst Technol, Beijing Adv Innovat Ctr Intelligent Robots & Syst, Beijing 100081, Peoples R China
[4] Scuola Super Sant Anna, Biorobot Inst, I-56025 Pisa, Italy
[5] Beijing Inst Technol, Minist Educ, Key Lab Biomimet Robots & Syst, Beijing 100081, Peoples R China
基金
国家重点研发计划;
关键词
robotic colonoscopy; magnetically-guided capsule endoscope; flexible force sensors; motion recognition; PERMANENT-MAGNET; COLONOSCOPY; PRESSURE; LOCOMOTION; PLATFORM; DESIGN; FUTURE; ROBOTS; MODEL; COLON;
D O I
10.3390/s21072395
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
A magnetically-guided capsule endoscope, embedding flexible force sensors, is designed to measure the capsule-tissue interaction force. The flexible force sensor is composed of eight force-sensitive elements surrounding the internal permanent magnet (IPM). The control of interaction force acting on the intestinal wall can reduce patient's discomfort and maintain the magnetic coupling between the external permanent magnet (EPM) and the IPM during capsule navigation. A flexible force sensor can achieve this control. In particular, by analyzing the signals of the force sensitive elements, we propose a method to recognize the status of the motion of the magnetic capsule, and provide corresponding formulas to evaluate whether the magnetic capsule follows the motion of the external driving magnet. Accuracy of the motion recognition in Ex Vivo tests reached 94% when the EPM was translated along the longitudinal axis. In addition, a method is proposed to realign the EPM and the IPM before the loss of their magnetic coupling. Its translational error, rotational error, and runtime are 7.04 +/- 0.71 mm, 3.13 +/- 0.47 circle, and 11.4 +/- 0.39 s, respectively. Finally, a control strategy is proposed to prevent the magnetic capsule endoscope from losing control during the magnetically-guided capsule colonoscopy.
引用
收藏
页数:20
相关论文
共 11 条
  • [1] On-the-fly Detection of Images with Gastritis Aspects in Magnetically-Guided Capsule Endoscopy
    Mewes, P. W.
    Neumann, D.
    Juloski, A. Lj
    Angelopoulou, E.
    Hornegger, J.
    MEDICAL IMAGING 2011: COMPUTER-AIDED DIAGNOSIS, 2011, 7963
  • [2] A Magnetically-Actuated Ultrasound Capsule Endoscope (MUSCE) for Endoluminal Imaging in Tubular Environments
    Yang, Zhengxin
    Liu, Lihao
    Li, Zhangjian
    Jiao, Yang
    Zhang, Li
    Cui, Yaoyao
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2025, 10 (03): : 2590 - 2597
  • [3] Method for Navigation and Control of a Magnetically Guided Capsule Endoscope in the Human Stomach
    Keller, Henrik
    Juloski, Aleksandar
    Kawano, Hironao
    Bechtold, Mario
    Kimura, Atsushi
    Takizawa, Hironobu
    Kuth, Rainer
    2012 4TH IEEE RAS & EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB), 2012, : 859 - 865
  • [4] Magnetically-guided hydrogel capsule motors produced via ultrasound assisted hydrodynamic electrospray ionization jetting
    Rutkowski, Sven
    Si, Tieyan
    Gai, Meiyu
    Sun, Mengmeng
    Frueh, Johannes
    He, Qiang
    JOURNAL OF COLLOID AND INTERFACE SCIENCE, 2019, 541 : 407 - 417
  • [5] Blinded nonrandomized comparative study of gastric examination with a magnetically guided capsule endoscope and standard videoendoscope
    Rey, Jean-Francois
    Ogata, Haruhiko
    Hosoe, Naoki
    Ohtsuka, Kazuo
    Ogata, Noriyuki
    Ikeda, Keiichi
    Aihara, Hiroyuki
    Pangtay, Ileana
    Hibi, Toshifumi
    Kudo, Shin-Ei
    Tajiri, Hisao
    GASTROINTESTINAL ENDOSCOPY, 2012, 75 (02) : 373 - 381
  • [6] A Multi-scale Interaction Motion Network for Action Recognition Based on Capsule Network
    Zheng, Xiangping
    Liang, Xun
    Wu, Bo
    Wang, Jun
    Guo, Yuhui
    Zhang, Xuan
    Mai, Yuefeng
    PROCEEDINGS OF THE 2023 SIAM INTERNATIONAL CONFERENCE ON DATA MINING, SDM, 2023, : 505 - 513
  • [7] RETRACTED: Image Aided Recognition of Wireless Capsule Endoscope Based on the Neural Network (Retracted Article)
    Lu, Bin
    JOURNAL OF HEALTHCARE ENGINEERING, 2022, 2022
  • [8] Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network
    Liu, Yu
    Ding, Yufeng
    Li, Chang
    Cheng, Juan
    Song, Rencheng
    Wan, Feng
    Chen, Xun
    COMPUTERS IN BIOLOGY AND MEDICINE, 2020, 123
  • [9] Viscoelastic model based force control for soft tissue interaction and its application in physiological motion compensation
    Moreira, Pedro
    Zemiti, Nabil
    Liu, Chao
    Poignet, Philippe
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2014, 116 (02) : 52 - 67
  • [10] AFM-Based Force Spectroscopy Guided by Recognition Imaging: A New Mode for Mapping and Studying Interaction Sites at Low Lateral Density
    Koehler, Melanie
    Fis, Anny
    Gruber, Hermann J.
    Hinterdorfer, Peter
    METHODS AND PROTOCOLS, 2019, 2 (01)