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
美国国家科学基金会; 美国国家卫生研究院;
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
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