High-Accuracy Patient-to-Image Registration for the Facilitation of Image-Guided Robotic Microsurgery on the Head

被引:51
作者
Gerber, Nicolas [1 ]
Gavaghan, Kate A. [1 ]
Bell, Brett J. [1 ]
Williamson, Tom M. [1 ]
Weisstanner, Christian [2 ]
Caversaccio, Marco-Domenico [3 ]
Weber, Stefan [1 ]
机构
[1] Univ Bern, ARTORG Ctr Biomed Engn Res, CH-3012 Bern, Switzerland
[2] Inselspital Bern, Univ Hosp Bern, Inst Diagnost & Intervent Neuroradiol, CH-3010 Bern, Switzerland
[3] Inselspital Bern, Univ Hosp Bern, Dept Ear Nose & Throat Dis ENT, CH-3010 Bern, Switzerland
关键词
Accuracy; fiducial localization; image guidance; registration; robotic microsurgery; VOLUME IMAGES; ERROR; MANAGEMENT; ALGORITHM; GUIDANCE; CT;
D O I
10.1109/TBME.2013.2241063
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Image-guided microsurgery requires accuracies an order of magnitude higher than today's navigation systems provide. A critical step toward the achievement of such low-error requirements is a highly accurate and verified patient-to-image registration. With the aim of reducing target registration error to a level that would facilitate the use of image-guided robotic microsurgery on the rigid anatomy of the head, we have developed a semiautomatic fiducial detection technique. Automatic force-controlled localization of fiducials on the patient is achieved through the implementation of a robotic-controlled tactile search within the head of a standard surgical screw. Precise detection of the corresponding fiducials in the image data is realized using an automated model-based matching algorithm on high-resolution, isometric cone beam CT images. Verification of the registration technique on phantoms demonstrated that through the elimination of user variability, clinically relevant target registration errors of approximately 0.1 mm could be achieved.
引用
收藏
页码:960 / 968
页数:9
相关论文
共 28 条
[1]   LEAST-SQUARES FITTING OF 2 3-D POINT SETS [J].
ARUN, KS ;
HUANG, TS ;
BLOSTEIN, SD .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (05) :699-700
[2]   Evaluation of the factors affecting the optimal fiducial configurations calculated through a genetic-algorithm-based methodology in image-guided neurosurgery [J].
Battezzato, Alessandro ;
Gastaldi, Laura ;
Pastorelli, Stefano .
INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY, 2011, 7 (04) :441-451
[3]   A self-developed and constructed robot for minimally invasive cochlear implantation [J].
Bell, Brett ;
Stieger, Christof ;
Gerber, Nicolas ;
Arnold, Andreas ;
Nauer, Claude ;
Hamacher, Volkmar ;
Kompis, Martin ;
Nolte, Lutz ;
Caversaccio, Marco ;
Weber, Stefan .
ACTA OTO-LARYNGOLOGICA, 2012, 132 (04) :355-360
[4]   A METHOD FOR REGISTRATION OF 3-D SHAPES [J].
BESL, PJ ;
MCKAY, ND .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) :239-256
[5]  
Caversaccio M, 2000, AM J OTOL, V21, P863
[6]   ENT challenges at the small scale [J].
Coulson, C. J. ;
Reid, A. P. ;
Proops, D. W. ;
Brett, P. N. .
INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY, 2007, 3 (02) :91-96
[7]   The role of registration in accurate surgical guidance [J].
Fitzpatrick, J. M. .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART H-JOURNAL OF ENGINEERING IN MEDICINE, 2010, 224 (H5) :607-622
[8]   Predicting error in rigid-body point-based registration [J].
Fitzpatrick, JM ;
West, JB ;
Maurer, CR .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1998, 17 (05) :694-702
[9]   The process and development of image-guided procedures [J].
Galloway, RL .
ANNUAL REVIEW OF BIOMEDICAL ENGINEERING, 2001, 3 :83-108
[10]  
KAZANZIDES P, 1992, 1992 IEEE INTERNATIONAL CONF ON ROBOTICS AND AUTOMATION : PROCEEDINGS, VOLS 1-3, P612, DOI 10.1109/ROBOT.1992.220224