Skip to main content
Top
Published in: International Journal of Computer Assisted Radiology and Surgery 3/2016

01-03-2016 | Original Article

Configuration optimization and experimental accuracy evaluation of a bone-attached, parallel robot for skull surgery

Authors: Jan-Philipp Kobler, Kathrin Nuelle, G. Jakob Lexow, Thomas S. Rau, Omid Majdani, Lueder A. Kahrs, Jens Kotlarski, Tobias Ortmaier

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 3/2016

Login to get access

Abstract

Purpose

Minimally invasive cochlear implantation is a novel surgical technique which requires highly accurate guidance of a drilling tool along a trajectory from the mastoid surface toward the basal turn of the cochlea. The authors propose a passive, reconfigurable, parallel robot which can be directly attached to bone anchors implanted in a patient’s skull, avoiding the need for surgical tracking systems. Prior to clinical trials, methods are necessary to patient specifically optimize the configuration of the mechanism with respect to accuracy and stability. Furthermore, the achievable accuracy has to be determined experimentally.

Methods

A comprehensive error model of the proposed mechanism is established, taking into account all relevant error sources identified in previous studies. Two optimization criteria to exploit the given task redundancy and reconfigurability of the passive robot are derived from the model. The achievable accuracy of the optimized robot configurations is first estimated with the help of a Monte Carlo simulation approach and finally evaluated in drilling experiments using synthetic temporal bone specimen.

Results

Experimental results demonstrate that the bone-attached mechanism exhibits a mean targeting accuracy of \((0.36\pm 0.12)\) mm under realistic conditions. A systematic targeting error is observed, which indicates that accurate identification of the passive robot’s kinematic parameters could further reduce deviations from planned drill trajectories.

Conclusion

The accuracy of the proposed mechanism demonstrates its suitability for minimally invasive cochlear implantation. Future work will focus on further evaluation experiments on temporal bone specimen.
Literature
2.
go back to reference Baron S, Eilers H, Munske B, Toennies JL, Balachandran R, Labadie RF, Ortmaier T, Webster RJ (2010) Percutaneous inner-ear access via an image-guided industrial robot system. Proc Inst Mech Eng Part H J Eng Med 224(5):633–649. doi:10.1243/09544119JEIM781 CrossRef Baron S, Eilers H, Munske B, Toennies JL, Balachandran R, Labadie RF, Ortmaier T, Webster RJ (2010) Percutaneous inner-ear access via an image-guided industrial robot system. Proc Inst Mech Eng Part H J Eng Med 224(5):633–649. doi:10.​1243/​09544119JEIM781 CrossRef
4.
go back to reference Bell B, Stieger C, Gerber N, Arnold A, Nauer C, Hamacher V, Kompis M, Nolte L, Caversaccio M, Weber S (2012) A self-developed and constructed robot for minimally invasive cochlear implantation. Acta Oto-Laryngol 132(4):355–360. doi:10.3109/00016489.2011.642813 CrossRef Bell B, Stieger C, Gerber N, Arnold A, Nauer C, Hamacher V, Kompis M, Nolte L, Caversaccio M, Weber S (2012) A self-developed and constructed robot for minimally invasive cochlear implantation. Acta Oto-Laryngol 132(4):355–360. doi:10.​3109/​00016489.​2011.​642813 CrossRef
5.
go back to reference Eilers H, Baron S, Ortmaier T, Heimann B, Baier C, Rau TS, Leinung M, Majdani O (2009) Navigated, robot assisted drilling of a minimally invasive cochlear access. In: Proceedings of the 2009 IEEE international conference on mechatronics. IEEE, Mlaga, Spain. doi:10.1109/ICMECH.2009.4957213 Eilers H, Baron S, Ortmaier T, Heimann B, Baier C, Rau TS, Leinung M, Majdani O (2009) Navigated, robot assisted drilling of a minimally invasive cochlear access. In: Proceedings of the 2009 IEEE international conference on mechatronics. IEEE, Mlaga, Spain. doi:10.​1109/​ICMECH.​2009.​4957213
7.
go back to reference Fitzpatrick JM (2009) Fiducial registration error and target registration error are uncorrelated. In: Proceedings of the SPIE 7261, medical imaging, pp 726, 102–726, 102–112 Fitzpatrick JM (2009) Fiducial registration error and target registration error are uncorrelated. In: Proceedings of the SPIE 7261, medical imaging, pp 726, 102–726, 102–112
8.
go back to reference Gosselin CM, Angeles J (1990) Singularity analysis of closed-loop kinematic chains. IEEE Trans Robot Autom 6(3):281–290CrossRef Gosselin CM, Angeles J (1990) Singularity analysis of closed-loop kinematic chains. IEEE Trans Robot Autom 6(3):281–290CrossRef
9.
go back to reference Kobler JP, Díaz Díaz J, Fitzpatrick JM, Lexow GJ, Majdani O, Ortmaier T (2014) Localization accuracy of sphere fiducials in computed tomography images. In: Proceedings of the SPIE 9036, medical imaging 2014: image-guided procedures, robotic interventions, and modeling, vol 9036. doi:10.1117/12.2043472 Kobler JP, Díaz Díaz J, Fitzpatrick JM, Lexow GJ, Majdani O, Ortmaier T (2014) Localization accuracy of sphere fiducials in computed tomography images. In: Proceedings of the SPIE 9036, medical imaging 2014: image-guided procedures, robotic interventions, and modeling, vol 9036. doi:10.​1117/​12.​2043472
10.
go back to reference Kobler JP, Kotlarski J, Lexow GJ, Majdani O, Ortmaier T (2014) Design optimization of a bone-attached, redundant and reconfigurable parallel kinematic device for skull surgery. In: Proceedings of the 2014 IEEE international conference on robotics and automation (ICRA), pp 2364–2371. doi:10.1109/ICRA.2014.6907187 Kobler JP, Kotlarski J, Lexow GJ, Majdani O, Ortmaier T (2014) Design optimization of a bone-attached, redundant and reconfigurable parallel kinematic device for skull surgery. In: Proceedings of the 2014 IEEE international conference on robotics and automation (ICRA), pp 2364–2371. doi:10.​1109/​ICRA.​2014.​6907187
11.
13.
go back to reference Kobler JP, Schoppe M, Lexow GJ, Rau TS, Majdani O, Kahrs LA, Ortmaier T (2014) Temporal bone borehole accuracy for cochlear implantation influenced by drilling strategy: an in vitro study. Int J Comput Assist Radiol Surg 9(6):1033–1043. doi:10.1007/s11548-014-0997-9 CrossRef Kobler JP, Schoppe M, Lexow GJ, Rau TS, Majdani O, Kahrs LA, Ortmaier T (2014) Temporal bone borehole accuracy for cochlear implantation influenced by drilling strategy: an in vitro study. Int J Comput Assist Radiol Surg 9(6):1033–1043. doi:10.​1007/​s11548-014-0997-9 CrossRef
14.
go back to reference Kobler JP, Wall S, Lexow GJ, Lang CP, Majdani O, Kahrs LA, Ortmaier T (2015) An experimental evaluation of loads occurring during guided drilling for cochlear implantation. Int J Comput Assist Radiol Surg. doi:10.1007/s11548-015-1153-x Kobler JP, Wall S, Lexow GJ, Lang CP, Majdani O, Kahrs LA, Ortmaier T (2015) An experimental evaluation of loads occurring during guided drilling for cochlear implantation. Int J Comput Assist Radiol Surg. doi:10.​1007/​s11548-015-1153-x
16.
go back to reference Kratchman LB, Fitzpatrick JM (2013) Robotically-adjustable microstereotactic frames for image-guided neurosurgery. In: Medical imaging 2013: image-guided procedures, robotic interventions, and modeling, vol 8671, p 86711U. doi:10.1117/12.2008172 Kratchman LB, Fitzpatrick JM (2013) Robotically-adjustable microstereotactic frames for image-guided neurosurgery. In: Medical imaging 2013: image-guided procedures, robotic interventions, and modeling, vol 8671, p 86711U. doi:10.​1117/​12.​2008172
17.
go back to reference Kumar V (1992) Algorithms for constraint-satisfaction problems: a survey. AI Mag 13(1):32–44 Kumar V (1992) Algorithms for constraint-satisfaction problems: a survey. AI Mag 13(1):32–44
19.
go back to reference Labadie RF, Balachandran R, Noble JH, Blachon GS, Mitchell JE, Reda FA, Dawant BM, Fitzpatrick JM (2014) Minimally-invasive, image-guided cochlear implantation surgery: first report of clinical implementation. The Laryngoscope 124(8):1915–1922. doi:10.1002/lary.24520 PubMedCentralCrossRefPubMed Labadie RF, Balachandran R, Noble JH, Blachon GS, Mitchell JE, Reda FA, Dawant BM, Fitzpatrick JM (2014) Minimally-invasive, image-guided cochlear implantation surgery: first report of clinical implementation. The Laryngoscope 124(8):1915–1922. doi:10.​1002/​lary.​24520 PubMedCentralCrossRefPubMed
20.
go back to reference Majdani O, Rau T, Baron S, Eilers H, Baier C, Heimann B, Ortmaier T, Bartling S, Lenarz T, Leinung M (2009) A robot-guided minimally invasive approach for cochlear implant surgery: preliminary results of a temporal bone study. Int J CARS 4:475–486. doi:10.1007/s11548-009-0360-8 CrossRef Majdani O, Rau T, Baron S, Eilers H, Baier C, Heimann B, Ortmaier T, Bartling S, Lenarz T, Leinung M (2009) A robot-guided minimally invasive approach for cochlear implant surgery: preliminary results of a temporal bone study. Int J CARS 4:475–486. doi:10.​1007/​s11548-009-0360-8 CrossRef
21.
go back to reference McRackan TR, Balachandran R, Blachon GS, Mitchell JE, Noble JH, Wright CG, Fitzpatrick JM, Dawant BM, Labadie RF (2013) Validation of minimally invasive, image-guided cochlear implantation using advanced bionics, cochlear, and medel electrodes in a cadaver model. Int J CARS 8(6):989–995. doi:10.1007/s11548-013-0842-6 CrossRef McRackan TR, Balachandran R, Blachon GS, Mitchell JE, Noble JH, Wright CG, Fitzpatrick JM, Dawant BM, Labadie RF (2013) Validation of minimally invasive, image-guided cochlear implantation using advanced bionics, cochlear, and medel electrodes in a cadaver model. Int J CARS 8(6):989–995. doi:10.​1007/​s11548-013-0842-6 CrossRef
23.
go back to reference Merlet JP (2006) Computing the worst case accuracy of a PKM over a workspace or a trajectory. In: Proceedings of the 5th chemnitz parallel kinematics seminar, pp 83–96 Merlet JP (2006) Computing the worst case accuracy of a PKM over a workspace or a trajectory. In: Proceedings of the 5th chemnitz parallel kinematics seminar, pp 83–96
24.
go back to reference Merlet JP (2006) Parallel robots, 2nd edn. Springer, Dordrecht Merlet JP (2006) Parallel robots, 2nd edn. Springer, Dordrecht
25.
go back to reference Nocedal J, Wright SJ (2006) Numerical optimization. Springer, New York Nocedal J, Wright SJ (2006) Numerical optimization. Springer, New York
27.
go back to reference Raghavan M (1993) The stewart platform of general geometry has 40 configurations. J Mech Des 115(2):277–282CrossRef Raghavan M (1993) The stewart platform of general geometry has 40 configurations. J Mech Des 115(2):277–282CrossRef
28.
go back to reference Rau TS, Kluge M, Prielozny L, Kobler JP, Lenarz T, Majdani O (2013) Auf dem Weg zur klinischen Anwendung: Eine Weiterentwicklung des automatisierten Insertionstools für Cochlea-Implantate. In: Tagungsband der 12. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. (CURAC). Freysinger, W, pp 41–45 Rau TS, Kluge M, Prielozny L, Kobler JP, Lenarz T, Majdani O (2013) Auf dem Weg zur klinischen Anwendung: Eine Weiterentwicklung des automatisierten Insertionstools für Cochlea-Implantate. In: Tagungsband der 12. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. (CURAC). Freysinger, W, pp 41–45
31.
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 118:764–770. doi:10.1258/0022215042450643 PubMed 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 118:764–770. doi:10.​1258/​0022215042450643​ PubMed
Metadata
Title
Configuration optimization and experimental accuracy evaluation of a bone-attached, parallel robot for skull surgery
Authors
Jan-Philipp Kobler
Kathrin Nuelle
G. Jakob Lexow
Thomas S. Rau
Omid Majdani
Lueder A. Kahrs
Jens Kotlarski
Tobias Ortmaier
Publication date
01-03-2016
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 3/2016
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-015-1300-4

Other articles of this Issue 3/2016

International Journal of Computer Assisted Radiology and Surgery 3/2016 Go to the issue