MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System

被引:0
|
作者
Tuna, E. Erdem [1 ]
Poirot, Nate Lombard [1 ]
Franson, Dominique [2 ]
Bayona, Juana Barrera [3 ]
Huang, Sherry [4 ]
Seiberlich, Nicole [5 ]
Griswold, Mark A. [6 ]
Cavusoglu, M. Cenk [1 ]
机构
[1] Case Western Reserve Univ, Dept Elect Comp & Syst Engn, Cleveland, OH 44106 USA
[2] Siemens Healthineers, Boston, MA 02115 USA
[3] Univ Calif San Francisco, Sch Med, San Francisco, CA 94143 USA
[4] Gen Elect Healthcare, Royal Oak, MI 48067 USA
[5] Univ Michigan, Dept Radiol, Ann Anbor, MI 48109 USA
[6] Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
来源
IEEE ACCESS | 2022年 / 10卷
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
Distortion; Magnetic resonance imaging; Robots; Coils; Robot kinematics; Real-time systems; Medical robotics; Surgery; magnetic resonance imaging; medical robotics; registration; surgical robotics; CLOSED-FORM SOLUTION; GEOMETRIC DISTORTION; PROSTATE BIOPSY; STEREOTACTIC LOCALIZATION; QUALITY-ASSURANCE; PNEUMATIC ROBOT; PHANTOM; ACCURACY; TRACKING; BRACHYTHERAPY;
D O I
10.1109/ACCESS.2022.3207156
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Magnetic resonance imaging (MRI) guided robotic procedures require safe robotic instrument navigation and precise target localization. This depends on reliable tracking of the instrument from MR images, which requires accurate registration of the robot to the scanner. A novel differential image based robot-to-MRI scanner registration approach is proposed that utilizes a set of active fiducial coils, where background subtraction method is employed for coil detection. In order to use the presented preoperative registration approach jointly with the real-time high speed MRI image acquisition and reconstruction methods in real-time interventional procedures, the effects of the geometric MRI distortion in robot to scanner registration is analyzed using a custom distortion mapping algorithm. The proposed approach is validated by a set of target coils placed within the workspace, employing multi-planar capabilities of the scanner. Registration and validation errors are respectively 2.05 mm and 2.63 mm after the distortion correction showing an improvement of respectively 1.08 mm and 0.14 mm compared to the results without distortion correction.
引用
收藏
页码:99205 / 99220
页数:16
相关论文
共 50 条
  • [41] ROBOT-ASSISTED MRI-GUIDED PROSTATIC INTERVENTIONS
    Lindner, Uri
    Goldenberg, Andrew
    Haider, Masoom A.
    Kucharczyk, Walter
    Weersink, Robert A.
    Sussman, Marshal
    Yi, Yang
    Ma, Leo
    Trachtenberg, John
    JOURNAL OF UROLOGY, 2009, 181 (04): : 319 - 319
  • [42] Robot-assisted MRI-guided prostatic interventions
    Goldenberg, Andrew A.
    Trachtenberg, John
    Yi, Yang
    Weersink, Robert
    Sussman, Marshall S.
    Haider, Masoom
    Ma, Liang
    Kucharczyk, Walter
    ROBOTICA, 2010, 28 : 215 - 234
  • [43] Parallel Driven Robot for MRI-Guided Prostate Therapy
    Liang, Haipeng
    Li, Hongguang
    Kessler, Dimitri
    Barrett, Tristan
    Tse, Zion Tsz Ho
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024,
  • [44] Modeling and Mechanical Design of a MRI-Guided Robot for Neurosurgery
    Hong, Z. D.
    Yun, C.
    Zhao, L.
    13TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, VOLS 1-3, 2009, 23 (1-3): : 1004 - +
  • [45] Developing a Parallel Robot for MRI-Guided Breast Intervention
    Zhang, Tianxue
    Wen, Yongshuang
    Liu, Yun-Hui
    IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS, 2020, 2 (01): : 17 - 27
  • [46] Correction: Nanoparticles for MRI-guided radiation therapy: a review
    Leon Smith
    Hilary L. Byrne
    David Waddington
    Zdenka Kuncic
    Cancer Nanotechnology, 2022, 13
  • [47] Integrated navigation and control software system for MRI-guided robotic prostate interventions
    Tokuda, Junichi
    Fischer, Gregory S.
    DiMaio, Simon P.
    Gobbi, David G.
    Csoma, Csaba
    Mewes, Philip W.
    Fichtinger, Gabor
    Tempany, Clare M.
    Hata, Nobuhiko
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2010, 34 (01) : 3 - 8
  • [48] Design of a Robotic System for MRI-Guided Deep Brain Stimulation Electrode Placement
    Cole, Gregory
    Pilitsis, Julie
    Fischer, Gregory S.
    ICRA: 2009 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-7, 2009, : 1034 - +
  • [49] DEVELOPMENT OF A MASTER-SLAVE ROBOTIC SYSTEM FOR MRI-GUIDED INTRACARDIAC INTERVENTIONS
    Salimi, Amirhossein
    Ramezanifar, Amin
    Mohammadpour, Javad
    Grogoriadis, Karolos M.
    PROCEEDINGS OF THE ASME 2013 DYNAMIC SYSTEMS AND CONTROL CONFERENCE (DSCC2013), VOL. 1, 2013,
  • [50] A Networked Modular Hardware and Software System for MRI-guided Robotic Prostate Interventions
    Su, Hao
    Shang, Weijian
    Harrington, Kevin
    Camilo, Alex
    Cole, Gregory
    Tokuda, Junichi
    Hata, Nobuhiko
    Tempany, Clare
    Fischer, Gregory S.
    MEDICAL IMAGING 2012: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2012, 8316