Skip to main content
Top
Published in: International Journal of Computer Assisted Radiology and Surgery 6/2014

01-11-2014 | Original Article

Experimental evaluation of ultrasound-guided 3D needle steering in biological tissue

Authors: Momen Abayazid, Gustaaf J. Vrooijink, Sachin Patil, Ron Alterovitz, Sarthak Misra

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 6/2014

Login to get access

Abstract

Purpose

In this paper, we present a system capable of automatically steering bevel tip flexible needles under ultrasound guidance toward stationary and moving targets in gelatin phantoms and biological tissue while avoiding stationary and moving obstacles. We use three-dimensional (3D) ultrasound to track the needle tip during the procedure.

Methods

Our system uses a fast sampling-based path planner to compute and periodically update a feasible path to the target that avoids obstacles. We then use a novel control algorithm to steer the needle along the path in a manner that reduces the number of needle rotations, thus reducing tissue damage. We present experimental results for needle insertion procedures for both stationary and moving targets and obstacles for up to 90 mm of needle insertion.

Results

We obtained a mean targeting error of \(0.32\pm 0.10\) and \(0.38\,\pm \,0.19\) mm in gelatin-based phantom and biological tissue, respectively.

Conclusions

The achieved submillimeter accuracy suggests that our approach is sufficient to target the smallest lesions (\(\phi \) 2 mm) that can be detected using state-of-the-art ultrasound imaging systems.
Appendix
Available only for authorised users
Literature
1.
go back to reference Boctor EM, Choti MA, Burdette EC, Webster RJ III (2008) Three-dimensional ultrasound-guided robotic needle placement: an experimental evaluation. Int J Med Robot Comput Assist Surg 4(2):180–191CrossRef Boctor EM, Choti MA, Burdette EC, Webster RJ III (2008) Three-dimensional ultrasound-guided robotic needle placement: an experimental evaluation. Int J Med Robot Comput Assist Surg 4(2):180–191CrossRef
2.
go back to reference Kratchman LB, Rahman MM, Saunders JR, Swaney PJ, Webster III RJ (2011) Toward robotic needle steering in lung biopsy: a tendon-actuated approach. In: Wong KH, Holmes DR III (Eds) Proceedings of the society of photographic instrumentation engineers (SPIE), medical imaging: visualization, image-guided procedures, and modeling, vol. 7964. Florida, FL, USA, pp 79 641I-1–79 641I-8 Kratchman LB, Rahman MM, Saunders JR, Swaney PJ, Webster III RJ (2011) Toward robotic needle steering in lung biopsy: a tendon-actuated approach. In: Wong KH, Holmes DR III (Eds) Proceedings of the society of photographic instrumentation engineers (SPIE), medical imaging: visualization, image-guided procedures, and modeling, vol. 7964. Florida, FL, USA, pp 79 641I-1–79 641I-8
3.
go back to reference Beddy P, Rangarajan RD, Sala E (2011) Role of MRI in intracavitary brachytherapy for cervical cancer: what the radiologist needs to know. Am J Roentgenol 196(3):W341–W347CrossRef Beddy P, Rangarajan RD, Sala E (2011) Role of MRI in intracavitary brachytherapy for cervical cancer: what the radiologist needs to know. Am J Roentgenol 196(3):W341–W347CrossRef
4.
go back to reference Seifabadi R, Song S-E, Krieger A, Cho N, Tokuda J, Fichtinger G, Iordachita I (2012) Robotic system for mri-guided prostate biopsy: feasibility of teleoperated needle insertion and ex vivo phantom study. Int J Comput Assist Radiol Surg 7(2):181–190PubMedCrossRefPubMedCentral Seifabadi R, Song S-E, Krieger A, Cho N, Tokuda J, Fichtinger G, Iordachita I (2012) Robotic system for mri-guided prostate biopsy: feasibility of teleoperated needle insertion and ex vivo phantom study. Int J Comput Assist Radiol Surg 7(2):181–190PubMedCrossRefPubMedCentral
5.
go back to reference Abolhassani N, Patel RV, Moallem M (2007) Needle insertion into soft tissue: a survey. Med Eng Phys 29(4):413–431PubMedCrossRef Abolhassani N, Patel RV, Moallem M (2007) Needle insertion into soft tissue: a survey. Med Eng Phys 29(4):413–431PubMedCrossRef
6.
go back to reference Grant A, Neuberger J (1999) Guidelines on the use of liver biopsy in clinical practice. J Gastroenterl Hepatol 45(Suppl IV):IV1–IV11 Grant A, Neuberger J (1999) Guidelines on the use of liver biopsy in clinical practice. J Gastroenterl Hepatol 45(Suppl IV):IV1–IV11
7.
go back to reference Kallem V, Cowan NJ (2007) Image-guided control of flexible bevel-tip needles. In: Proceedings of the IEEE International conference on robotics and automation (ICRA). Italy, Rome, pp 3015–3020 Kallem V, Cowan NJ (2007) Image-guided control of flexible bevel-tip needles. In: Proceedings of the IEEE International conference on robotics and automation (ICRA). Italy, Rome, pp 3015–3020
8.
go back to reference Cowan NJ, Goldberg K, Chirikjian GS, Fichtinger G, Reed KB, Kallem V, Park W, Misra S, Okamura AM (2011) Robotic needle steering: design, modeling, planning, and image guidance. In: Rosen J, Hannaford B, Satava RM (eds) Surgical robotics. Springer, New York, pp 557–582 Cowan NJ, Goldberg K, Chirikjian GS, Fichtinger G, Reed KB, Kallem V, Park W, Misra S, Okamura AM (2011) Robotic needle steering: design, modeling, planning, and image guidance. In: Rosen J, Hannaford B, Satava RM (eds) Surgical robotics. Springer, New York, pp 557–582
9.
go back to reference Webster RJ III, Kim JS, Cowan NJ, Chirikjian GS, Okamura AM (2006) Nonholonomic modeling of needle steering. Int J Robot Res 25(5–6):509–525CrossRef Webster RJ III, Kim JS, Cowan NJ, Chirikjian GS, Okamura AM (2006) Nonholonomic modeling of needle steering. Int J Robot Res 25(5–6):509–525CrossRef
10.
go back to reference Misra S, Reed KB, Schafer BW, Ramesh KT, Okamura AM (2010) Mechanics of flexible needles robotically steered through soft tissue. Int J Robot Res 29(13):1640–1660CrossRef Misra S, Reed KB, Schafer BW, Ramesh KT, Okamura AM (2010) Mechanics of flexible needles robotically steered through soft tissue. Int J Robot Res 29(13):1640–1660CrossRef
11.
go back to reference Yan KG, Podder T, Xiao D, Yu Y, Liu T, Cheng CWS, Ng WS (2006) An improved needle steering model with online parameter estimator. Int J Comput Assist Radiol Surg 1(4):205–212CrossRef Yan KG, Podder T, Xiao D, Yu Y, Liu T, Cheng CWS, Ng WS (2006) An improved needle steering model with online parameter estimator. Int J Comput Assist Radiol Surg 1(4):205–212CrossRef
12.
go back to reference Engh JA, Podnar G, Khoo SY, Riviere CN (2006) Flexible needle steering system for percutaneous access to deep zones of the brain. In: Proceedings of the IEEE annual northeast bioengineering conference (NEBEC). Easton, USA, pp 103–104 Engh JA, Podnar G, Khoo SY, Riviere CN (2006) Flexible needle steering system for percutaneous access to deep zones of the brain. In: Proceedings of the IEEE annual northeast bioengineering conference (NEBEC). Easton, USA, pp 103–104
13.
go back to reference Minhas DS, Engh JA, Fenske MM, Riviere CN (2007) Modeling of needle steering via duty-cycled spinning. In: Proceedings of the IEEE international conference on engineering in medicine and biology society (EMBC). Lyon, France, pp 2756–2759 Minhas DS, Engh JA, Fenske MM, Riviere CN (2007) Modeling of needle steering via duty-cycled spinning. In: Proceedings of the IEEE international conference on engineering in medicine and biology society (EMBC). Lyon, France, pp 2756–2759
14.
go back to reference Swaney PJ, Burgner J, Gilbert HB, Webster RJ (2013) A flexure-based steerable needle: high curvature with reduced tissue damage. IEEE Trans Biomed Eng 60(4):906–909PubMedCrossRef Swaney PJ, Burgner J, Gilbert HB, Webster RJ (2013) A flexure-based steerable needle: high curvature with reduced tissue damage. IEEE Trans Biomed Eng 60(4):906–909PubMedCrossRef
15.
go back to reference DiMaio SP, Salcudean SE (2003) Needle steering and model-based trajectory planning. In: Proceedings of the international conference on medical image computing and computer-assisted intervention (MICCAI), vol 2878. Montral, Canada, pp 33–40 DiMaio SP, Salcudean SE (2003) Needle steering and model-based trajectory planning. In: Proceedings of the international conference on medical image computing and computer-assisted intervention (MICCAI), vol 2878. Montral, Canada, pp 33–40
16.
go back to reference Glozman D, Shoham M (2007) Image-guided robotic flexible needle steering. IEEE Trans Robot 23(3):459–467CrossRef Glozman D, Shoham M (2007) Image-guided robotic flexible needle steering. IEEE Trans Robot 23(3):459–467CrossRef
17.
go back to reference Neubach Z, Shoham M (2010) Ultrasound-guided robot for flexible needle steering. IEEE Trans Biomed Eng 57(4):799–805PubMedCrossRef Neubach Z, Shoham M (2010) Ultrasound-guided robot for flexible needle steering. IEEE Trans Biomed Eng 57(4):799–805PubMedCrossRef
18.
go back to reference Abayazid M, Roesthuis RJ, Reilink R, Misra S (2013) Integrating deflection models and image feedback for real-time flexible needle steering. IEEE Trans Robot 29(2):542–553CrossRef Abayazid M, Roesthuis RJ, Reilink R, Misra S (2013) Integrating deflection models and image feedback for real-time flexible needle steering. IEEE Trans Robot 29(2):542–553CrossRef
19.
go back to reference Abayazid M, Kemp M, Misra S (2013) 3d flexible needle steering in soft-tissue phantoms using fiber bragg grating sensors. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). Karlsruhe, Germany, pp 5823–5829 Abayazid M, Kemp M, Misra S (2013) 3d flexible needle steering in soft-tissue phantoms using fiber bragg grating sensors. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). Karlsruhe, Germany, pp 5823–5829
20.
go back to reference Chatelain P, Krupa A, Marchal M (2013) Real-time needle detection and tracking using a visually servoed 3d ultrasound probe. In: Proceedings of the IEEE international conference on robotics and automation. Karlsruhe, Germany, pp 1668–1673 Chatelain P, Krupa A, Marchal M (2013) Real-time needle detection and tracking using a visually servoed 3d ultrasound probe. In: Proceedings of the IEEE international conference on robotics and automation. Karlsruhe, Germany, pp 1668–1673
21.
go back to reference Reed KB, Majewicz A, Kallem V, Alterovitz R, Goldberg K, Cowan NJ, Okamura AM (2011) Robot-assisted needle steering. IEEE Robot Autom Mag 18(4):35–46PubMedCrossRefPubMedCentral Reed KB, Majewicz A, Kallem V, Alterovitz R, Goldberg K, Cowan NJ, Okamura AM (2011) Robot-assisted needle steering. IEEE Robot Autom Mag 18(4):35–46PubMedCrossRefPubMedCentral
22.
go back to reference Seiler K, Singh SPN, Sukkarieh S, Durrant-Whyte HF (2012) Using lie group symmetries for fast corrective motion planning. Int J Robot Res 31(2):151–166CrossRef Seiler K, Singh SPN, Sukkarieh S, Durrant-Whyte HF (2012) Using lie group symmetries for fast corrective motion planning. Int J Robot Res 31(2):151–166CrossRef
23.
go back to reference Hauser K, Alterovitz R, Chentanez N, Okamura AM, Goldberg K (2009) Feedback control for steering needles through 3d deformable tissue using helical paths. In: Proceedings of robotics: science and systems (RSS), vol. 37. Seattle, USA Hauser K, Alterovitz R, Chentanez N, Okamura AM, Goldberg K (2009) Feedback control for steering needles through 3d deformable tissue using helical paths. In: Proceedings of robotics: science and systems (RSS), vol. 37. Seattle, USA
24.
go back to reference Alterovitz R, Branicky M, Goldberg K (2008) Motion planning under uncertainty for image-guided medical needle steering. Int J Robot Res 27(11–12):1361–1374CrossRef Alterovitz R, Branicky M, Goldberg K (2008) Motion planning under uncertainty for image-guided medical needle steering. Int J Robot Res 27(11–12):1361–1374CrossRef
25.
go back to reference Asadian A, Kermani RM, Patel RV (2011) Robot-assisted needle steering using a control theoretic approach. J Intell Robot Syst 62(3–4):397–418CrossRef Asadian A, Kermani RM, Patel RV (2011) Robot-assisted needle steering using a control theoretic approach. J Intell Robot Syst 62(3–4):397–418CrossRef
26.
go back to reference Bernardes MC, Adorno BV, Poignet P, Borges GA (2012) Semi-automatic needle steering system with robotic manipulator. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). St. Paul, USA, pp 1595–1600 Bernardes MC, Adorno BV, Poignet P, Borges GA (2012) Semi-automatic needle steering system with robotic manipulator. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). St. Paul, USA, pp 1595–1600
27.
go back to reference Duindam V, Alterovitz R, Sastry S, Goldber K (2008) Screw-based motion planning for bevel-tip flexible needles in 3d environments with obstacles. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). Pasadena, USA, pp 2483–2488 Duindam V, Alterovitz R, Sastry S, Goldber K (2008) Screw-based motion planning for bevel-tip flexible needles in 3d environments with obstacles. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). Pasadena, USA, pp 2483–2488
28.
go back to reference Duindam V, Xu J, Alterovitz R, Sastry S, Goldberg K (2010) Three-dimensional motion planning algorithms for steerable needles using inverse kinematics. Int J Robot Res 29(7):789–800CrossRef Duindam V, Xu J, Alterovitz R, Sastry S, Goldberg K (2010) Three-dimensional motion planning algorithms for steerable needles using inverse kinematics. Int J Robot Res 29(7):789–800CrossRef
29.
go back to reference Park W, Wang Y, Chirikjian GS (2010) The path-of-probability algorithm for steering and feedback control of flexible needles. Int J Robot Res 29(7):813–830CrossRef Park W, Wang Y, Chirikjian GS (2010) The path-of-probability algorithm for steering and feedback control of flexible needles. Int J Robot Res 29(7):813–830CrossRef
30.
go back to reference Xu J, Duindam V, Alterovitz R, Goldberg K (2008) Motion planning for steerable needles in 3d environments with obstacles using rapidly-exploring random trees and backchaining. In: Proceedings of the IEEE international conference on automation science and engineering (CASE). DC, USA, Washington, pp 41–46 Xu J, Duindam V, Alterovitz R, Goldberg K (2008) Motion planning for steerable needles in 3d environments with obstacles using rapidly-exploring random trees and backchaining. In: Proceedings of the IEEE international conference on automation science and engineering (CASE). DC, USA, Washington, pp 41–46
31.
go back to reference Patil S, Alterovitz R (2010) Interactive motion planning for steerable needles in 3d environments with obstacles. In: Proceedings of IEEE RAS and EMBS international conference on biomedical robotics and biomechatronics (BioRob). Tokyo, Japan, pp 893–899 Patil S, Alterovitz R (2010) Interactive motion planning for steerable needles in 3d environments with obstacles. In: Proceedings of IEEE RAS and EMBS international conference on biomedical robotics and biomechatronics (BioRob). Tokyo, Japan, pp 893–899
33.
go back to reference Huang J, Triedman J, Vasilyev N, Suematsu Y, Cleveland R, Dupont P (2007) Imaging artifacts of medical instruments in ultrasound-guided interventions. J Ultrasound Med 26(10):1303–1322PubMed Huang J, Triedman J, Vasilyev N, Suematsu Y, Cleveland R, Dupont P (2007) Imaging artifacts of medical instruments in ultrasound-guided interventions. J Ultrasound Med 26(10):1303–1322PubMed
34.
go back to reference Vrooijink GJ, Abayazid M, Misra S (2013) Real-time three-dimensional flexible needle tracking using two-dimensional ultrasound. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). Karlsruhe, Germany, pp 1680–1685 Vrooijink GJ, Abayazid M, Misra S (2013) Real-time three-dimensional flexible needle tracking using two-dimensional ultrasound. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). Karlsruhe, Germany, pp 1680–1685
35.
go back to reference LaValle SM (2006) Planning algorithms. Cambridge University Press, Cambridge LaValle SM (2006) Planning algorithms. Cambridge University Press, Cambridge
36.
go back to reference DiMaio SP, Salcudean SE (2002) Needle insertion modelling and simulation. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). DC, USA, Washington, pp 2098–2105 DiMaio SP, Salcudean SE (2002) Needle insertion modelling and simulation. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). DC, USA, Washington, pp 2098–2105
37.
go back to reference Shkolnik A, Walter M, Tedrake R (2009) Reachability-guided sampling for planning under differential constraints. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). Kobe, Japan, pp 2859–2865 Shkolnik A, Walter M, Tedrake R (2009) Reachability-guided sampling for planning under differential constraints. In: Proceedings of the IEEE international conference on robotics and automation (ICRA). Kobe, Japan, pp 2859–2865
Metadata
Title
Experimental evaluation of ultrasound-guided 3D needle steering in biological tissue
Authors
Momen Abayazid
Gustaaf J. Vrooijink
Sachin Patil
Ron Alterovitz
Sarthak Misra
Publication date
01-11-2014
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 6/2014
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-014-0987-y

Other articles of this Issue 6/2014

International Journal of Computer Assisted Radiology and Surgery 6/2014 Go to the issue