Skip to main content
Top
Published in: International Journal of Computer Assisted Radiology and Surgery 11/2016

01-11-2016 | Original Article

Surface matching for high-accuracy registration of the lateral skull base

Authors: Chaozheng Zhou, Lukas Anschuetz, Stefan Weder, Le Xie, Marco Caversaccio, Stefan Weber, Tom Williamson

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 11/2016

Login to get access

Abstract

Purpose

The accuracy achievable when utilizing image guidance depends to a large extent on the accuracy with which the patient can be registered to preoperative image data. This work proposes a method for the registration of the temporal bone based on surface matching and investigates the achievable accuracy of the technique.

Methods

Fourteen human temporal bones were utilized for evaluation; incisions were made, fiducial screws were implanted to act as a ground truth, and imaging was performed. The positions of the fiducials and surface of the mastoid were extracted from image data and reference positions defined at the round window and the mastoid surface. The surface of the bone was then digitized using a tracked pointer within the region exposed by the incisions and the physical and image point clouds registered, with the result compared to the fiducial-based registration.

Results

Results of one case were excluded due to a problem with the ground truth registration. In the remaining cases an accuracy of \(0.16\pm 0.09\) and \(0.23\pm 0.1\) mm was observed relative to the ground truth at the surface of the mastoid and round window, respectively.

Conclusions

A technique for the registration of the temporal bone was proposed, based on surface matching after exposure of the mastoid surface, and evaluated on human temporal bone specimens. The results reveal that high-accuracy patient-to-image registration is possible without the use of fiducial screws.
Literature
1.
go back to reference Gerber N, Gavaghan K, Bell B, Williamson T, Weisstanner C, Caversaccio M, Weber S (2013) High accuracy patient-to-image registration for the facilitation of image guided robotic microsurgery on the head. IEEE Trans Biomed Eng 60(4):960–968CrossRefPubMed Gerber N, Gavaghan K, Bell B, Williamson T, Weisstanner C, Caversaccio M, Weber S (2013) High accuracy patient-to-image registration for the facilitation of image guided robotic microsurgery on the head. IEEE Trans Biomed Eng 60(4):960–968CrossRefPubMed
2.
go back to reference Labadie RF, Davis BM, Fitzpatrick JM (2005) Image-guided surgery: what is the accuracy? Curr Opin Otolaryngol Head Neck Surg 13(1):27–31CrossRefPubMed Labadie RF, Davis BM, Fitzpatrick JM (2005) Image-guided surgery: what is the accuracy? Curr Opin Otolaryngol Head Neck Surg 13(1):27–31CrossRefPubMed
3.
go back to reference Maurer CR, Gaston RP, Hill DLG, Gleeson MJ, Taylor MG, Fenlon MR, Edwards PJ, Hawkes DJ (1999) AcouStick: A Tracked A-Mode Ultrasonography System for Registration in Image-Guided Surgery. In: Medical Image Computing and Computer-Assisted Intervention—MICCAI’99, pp 953–962 Maurer CR, Gaston RP, Hill DLG, Gleeson MJ, Taylor MG, Fenlon MR, Edwards PJ, Hawkes DJ (1999) AcouStick: A Tracked A-Mode Ultrasonography System for Registration in Image-Guided Surgery. In: Medical Image Computing and Computer-Assisted Intervention—MICCAI’99, pp 953–962
4.
go back to reference Amstutz C, Caversaccio M, Kowal J, Bächler R, Nolte L-P, Häusler R, Styner M (2003) A-mode ultrasound-based registration in computer-aided surgery of the skull. Arch Otolaryngol Head Neck Surg 129(12):1310–1316 Amstutz C, Caversaccio M, Kowal J, Bächler R, Nolte L-P, Häusler R, Styner M (2003) A-mode ultrasound-based registration in computer-aided surgery of the skull. Arch Otolaryngol Head Neck Surg 129(12):1310–1316
5.
go back to reference Marmulla R, Lüth T, Mühling J, Hassfeld S (2004) Automated laser registration in image-guided surgery: evaluation of the correlation between laser scan resolution and navigation accuracy. Int J Oral Maxillofac Surg 33(7):642–648CrossRefPubMed Marmulla R, Lüth T, Mühling J, Hassfeld S (2004) Automated laser registration in image-guided surgery: evaluation of the correlation between laser scan resolution and navigation accuracy. Int J Oral Maxillofac Surg 33(7):642–648CrossRefPubMed
6.
go back to reference Raabe A, Krishnan R, Wolff R, Hermann E, Zimmermann M, Seifert V, Kelly PJ, Adler JR, Oyelese AA, Barnett GH (2002) Laser surface scanning for patient registration in intracranial image-guided surgery. Neurosurgery 50(4):797–803CrossRefPubMed Raabe A, Krishnan R, Wolff R, Hermann E, Zimmermann M, Seifert V, Kelly PJ, Adler JR, Oyelese AA, Barnett GH (2002) Laser surface scanning for patient registration in intracranial image-guided surgery. Neurosurgery 50(4):797–803CrossRefPubMed
7.
go back to reference Marmulla R, Mühling J, Wirtz CR, Hassfeld S (2004) High-resolution laser surface scanning for patient registration in cranial computer-assisted surgery. Minim Invasive Neurosurg 47(2):72–78CrossRefPubMed Marmulla R, Mühling J, Wirtz CR, Hassfeld S (2004) High-resolution laser surface scanning for patient registration in cranial computer-assisted surgery. Minim Invasive Neurosurg 47(2):72–78CrossRefPubMed
8.
go back to reference Glozman D, Shoham M, Fischer a (2001) A surface-matching technique for robot-assisted registration. Comput Aided Surg 6(5):259–269CrossRefPubMed Glozman D, Shoham M, Fischer a (2001) A surface-matching technique for robot-assisted registration. Comput Aided Surg 6(5):259–269CrossRefPubMed
9.
go back to reference Matsumoto N, Hong J, Hashizume M, Komune S (2009) A minimally invasive registration method using surface template-assisted marker positioning (STAMP) for image-guided otologic surgery. Otolaryngol Head Neck Surg 140(1):96–102CrossRefPubMed Matsumoto N, Hong J, Hashizume M, Komune S (2009) A minimally invasive registration method using surface template-assisted marker positioning (STAMP) for image-guided otologic surgery. Otolaryngol Head Neck Surg 140(1):96–102CrossRefPubMed
10.
go back to reference Matsumoto N, Oka M, Cho B, Hong J, Jinnouchi M, Ouchida R, Hashizume M, Komune S (2012) Cochlear implantation assisted by noninvasive image guidance. Otol Neurotol 33(8):1333–1338CrossRefPubMed Matsumoto N, Oka M, Cho B, Hong J, Jinnouchi M, Ouchida R, Hashizume M, Komune S (2012) Cochlear implantation assisted by noninvasive image guidance. Otol Neurotol 33(8):1333–1338CrossRefPubMed
11.
go back to reference Schipper J, Aschendorff A, Arapakis I, Klenzner T, Teszler CB, Ridder GJ, Laszig R (2004) Navigation as a quality management tool in cochlear implant surgery. J Laryngol Otol 118(10):764–770CrossRefPubMed Schipper J, Aschendorff A, Arapakis I, Klenzner T, Teszler CB, Ridder GJ, Laszig R (2004) Navigation as a quality management tool in cochlear implant surgery. J Laryngol Otol 118(10):764–770CrossRefPubMed
12.
go back to reference Thiel W (1992) The preservation of the whole corpse with natural color. [Die Konservierung ganzer Leichen in natürlichen Farben.]. Ann Anat 174:185–195CrossRefPubMed Thiel W (1992) The preservation of the whole corpse with natural color. [Die Konservierung ganzer Leichen in natürlichen Farben.]. Ann Anat 174:185–195CrossRefPubMed
13.
go back to reference Gerber N, Bell B, Gavaghan K, Weisstanner C, Caversaccio M, Weber S (2014) Surgical planning tool for robotically assisted hearing aid implantation. Int J Comput Assist Radiol Surg 9(1):11–20CrossRefPubMed Gerber N, Bell B, Gavaghan K, Weisstanner C, Caversaccio M, Weber S (2014) Surgical planning tool for robotically assisted hearing aid implantation. Int J Comput Assist Radiol Surg 9(1):11–20CrossRefPubMed
14.
go back to reference Lorensen WE, Cline HE (1987) Marching cubes: a high resolution 3D surface construction algorithm. Comput Graph ACM 21(4):163–169CrossRef Lorensen WE, Cline HE (1987) Marching cubes: a high resolution 3D surface construction algorithm. Comput Graph ACM 21(4):163–169CrossRef
15.
go back to reference Veldpaus FE, Woltring HJ, Dortmans LJ (1988) A least-squares algorithm for the equiform transformation from spatial marker co-ordinates. J Biomech 21(1):45–54CrossRefPubMed Veldpaus FE, Woltring HJ, Dortmans LJ (1988) A least-squares algorithm for the equiform transformation from spatial marker co-ordinates. J Biomech 21(1):45–54CrossRefPubMed
16.
go back to reference Geiger A, Lenz P, Urtasun R (2012) Are we ready for autonomous driving? The KITTI vision benchmark suite. In: Conference on computer vision and pattern recognition (CVPR) Geiger A, Lenz P, Urtasun R (2012) Are we ready for autonomous driving? The KITTI vision benchmark suite. In: Conference on computer vision and pattern recognition (CVPR)
17.
go back to reference Brun B, Williamson T, Caversaccio M, Weber S (2013) Validation of custom active markers for use with a high accuracy tracking system. In: Wissenschaftlicher Beitrag für die 12. CURAC Jahrestagung 2013, pp 126–129 Brun B, Williamson T, Caversaccio M, Weber S (2013) Validation of custom active markers for use with a high accuracy tracking system. In: Wissenschaftlicher Beitrag für die 12. CURAC Jahrestagung 2013, pp 126–129
18.
go back to reference Zhou C, Williamson T, Caversaccio M, Weber S (2015) Towards high accuracy surface matching for registration of the temporal bone. In: Wissenschaftlicher Beitrag für die 14. CURAC Jahrestagung 2015, pp 61–66 Zhou C, Williamson T, Caversaccio M, Weber S (2015) Towards high accuracy surface matching for registration of the temporal bone. In: Wissenschaftlicher Beitrag für die 14. CURAC Jahrestagung 2015, pp 61–66
Metadata
Title
Surface matching for high-accuracy registration of the lateral skull base
Authors
Chaozheng Zhou
Lukas Anschuetz
Stefan Weder
Le Xie
Marco Caversaccio
Stefan Weber
Tom Williamson
Publication date
01-11-2016
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 11/2016
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-016-1394-3

Other articles of this Issue 11/2016

International Journal of Computer Assisted Radiology and Surgery 11/2016 Go to the issue