Skip to main content
Top
Published in: International Journal of Computer Assisted Radiology and Surgery 4/2015

01-04-2015 | Original Article

3D kinematics of mobile-bearing total knee arthroplasty using X-ray fluoroscopy

Authors: Takaharu Yamazaki, Kazuma Futai, Tetsuya Tomita, Yoshinobu Sato, Hideki Yoshikawa, Shinichi Tamura, Kazuomi Sugamoto

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 4/2015

Login to get access

Abstract

Purpose

  Total knee arthroplasty (TKA) 3D kinematic analysis requires 2D/3D image registration of X-ray fluoroscopic images and a computer-aided design (CAD) model of the knee implant. However, these techniques cannot provide information on the radiolucent polyethylene insert, since the insert silhouette does not appear clearly in X-ray images. Therefore, it is difficult to obtain the 3D kinematics of the polyethylene insert, particularly the mobile-bearing insert. A technique for 3D kinematic analysis of a mobile-bearing insert used in TKA was developed using X-ray fluoroscopy. The method was tested and a clinical application was evaluated.

Methods

Tantalum beads and a CAD model of the mobile-bearing TKA insert are used for 3D pose estimation of the mobile-bearing insert used in TKA using X-ray fluoroscopy. The insert model was created using four identical tantalum beads precisely located at known positions in a polyethylene insert using a specially designed insertion device. Finally, the 3D pose of the insert model was estimated using a feature-based 2D/3D registration technique, using the silhouette of beads in fluoroscopic images and the corresponding CAD insert model. In vitro testing for the repeatability of the positioning of the tantalum beads and computer simulations for 3D pose estimation of the mobile-bearing insert were performed.

Experimental results

The pose estimation accuracy achieved was sufficient for analyzing mobile-bearing TKA kinematics (RMS error: within 1.0 mm and 1.0\(^{\circ }\), except for medial–lateral translation). In a clinical application, nine patients with mobile-bearing TKA were investigated and analyzed with respect to a deep knee bending motion.

Conclusions

A 3D kinematic analysis technique was developed that enables accurate quantitative evaluation of mobile-bearing TKA kinematics. This method may be useful for improving implant design and optimizing TKA surgical techniques.
Literature
1.
go back to reference Banks SA, Hodge WA (1996) Accurate measurement of three-dimensional knee replacement kinematics using single-plane fluoroscopy. IEEE Trans Biomed Eng 43:638–649 Banks SA, Hodge WA (1996) Accurate measurement of three-dimensional knee replacement kinematics using single-plane fluoroscopy. IEEE Trans Biomed Eng 43:638–649
2.
go back to reference Zuffi S, Leardini A, Catani F, Fantozzi S, Cappello A (1999) A model-based method for the reconstruction of total knee replacement kinematics. IEEE Trans Med Imaging 18:981–991CrossRefPubMed Zuffi S, Leardini A, Catani F, Fantozzi S, Cappello A (1999) A model-based method for the reconstruction of total knee replacement kinematics. IEEE Trans Med Imaging 18:981–991CrossRefPubMed
3.
go back to reference Mahfouz MR, Hoff WA, Komistek RD, Dennis DA (2003) A robust method for registration of three-dimensional knee implant models to two-dimensional fluoroscopy images. IEEE Trans Med Imaging 22:1561–1574CrossRefPubMed Mahfouz MR, Hoff WA, Komistek RD, Dennis DA (2003) A robust method for registration of three-dimensional knee implant models to two-dimensional fluoroscopy images. IEEE Trans Med Imaging 22:1561–1574CrossRefPubMed
4.
go back to reference Yamazaki T, Watanabe T, Nakajima Y, Sugamoto K, Tomita T, Yoshikawa H, Tamura S (2004) Improvement of depth position in 2-D/3-D registration of knee implants using single-plane fluoroscopy. IEEE Trans Med Imaging 23:602–612CrossRefPubMed Yamazaki T, Watanabe T, Nakajima Y, Sugamoto K, Tomita T, Yoshikawa H, Tamura S (2004) Improvement of depth position in 2-D/3-D registration of knee implants using single-plane fluoroscopy. IEEE Trans Med Imaging 23:602–612CrossRefPubMed
5.
go back to reference Kobashi S, Tomosada T, Shibanuma N, Yamaguchi M, Muratsu H, Kondo K, Yoshiya S, Hata Y, Kurosaka M (2005) Fuzzy image matching for pose recognition of occluded knee implants using fluoroscopy images. J Adv Comput Intell Intell Inf 9:181–195 Kobashi S, Tomosada T, Shibanuma N, Yamaguchi M, Muratsu H, Kondo K, Yoshiya S, Hata Y, Kurosaka M (2005) Fuzzy image matching for pose recognition of occluded knee implants using fluoroscopy images. J Adv Comput Intell Intell Inf 9:181–195
6.
go back to reference Bingham J, Li G (2006) An optimized image matching method for determining in-vivo TKA kinematics with a dual–orthogonal fluoroscopic imaging system. J Biomech Eng 128:588–595CrossRefPubMed Bingham J, Li G (2006) An optimized image matching method for determining in-vivo TKA kinematics with a dual–orthogonal fluoroscopic imaging system. J Biomech Eng 128:588–595CrossRefPubMed
7.
go back to reference Hirokawa S, Abrar Hossain M (2008) A 3D kinematic estimation of knee prosthesis using X-ray projection images: clinical assessment of the improved algorithm for fluoroscopy images. Med Biol Eng Comput 46:1253–1262CrossRefPubMed Hirokawa S, Abrar Hossain M (2008) A 3D kinematic estimation of knee prosthesis using X-ray projection images: clinical assessment of the improved algorithm for fluoroscopy images. Med Biol Eng Comput 46:1253–1262CrossRefPubMed
8.
go back to reference Markelj P, Tomaževič D, Likar B, Pernuš F (2012) A review of 3D/2D registration methods for image-guided interventions. Med Image Anal 16:642–661CrossRefPubMed Markelj P, Tomaževič D, Likar B, Pernuš F (2012) A review of 3D/2D registration methods for image-guided interventions. Med Image Anal 16:642–661CrossRefPubMed
9.
go back to reference Fantozzi S, Leardini A, Banks SA, Marcacci M, Giannini S, Cantani F (2004) Dynamic in-vivo tibio-femoral and bearing motions in mobile bearing knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 12:144–151CrossRefPubMed Fantozzi S, Leardini A, Banks SA, Marcacci M, Giannini S, Cantani F (2004) Dynamic in-vivo tibio-femoral and bearing motions in mobile bearing knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 12:144–151CrossRefPubMed
10.
go back to reference Komistek RD, Dennis DA, Mahfouz MR, Walker S, Outten J (2004) In vivo polyethylene bearing mobility is maintained in posterior stabilized total knee arthroplasty. Clin Orthop Rel Res 428:207–213CrossRef Komistek RD, Dennis DA, Mahfouz MR, Walker S, Outten J (2004) In vivo polyethylene bearing mobility is maintained in posterior stabilized total knee arthroplasty. Clin Orthop Rel Res 428:207–213CrossRef
11.
go back to reference Chouteau J, Lerat J-L, Testa R, Moyen B, Fessy M-H, Banks SA (2009) Mobile-bearing insert translational and rotational kinematics in a PCL-retaining total knee arthroplasty. Orthop Traumatol Surg Res 95:254–259CrossRefPubMed Chouteau J, Lerat J-L, Testa R, Moyen B, Fessy M-H, Banks SA (2009) Mobile-bearing insert translational and rotational kinematics in a PCL-retaining total knee arthroplasty. Orthop Traumatol Surg Res 95:254–259CrossRefPubMed
12.
go back to reference Wolterbeek N, Garling EH, Mertens B, Valstar ER, Nelissen RGHH (2009) Mobile bearing knee kinematics change over time. A fluoroscopic study in rheumatoid arthritis patients. Clin Biomech 24:441–445CrossRef Wolterbeek N, Garling EH, Mertens B, Valstar ER, Nelissen RGHH (2009) Mobile bearing knee kinematics change over time. A fluoroscopic study in rheumatoid arthritis patients. Clin Biomech 24:441–445CrossRef
13.
go back to reference Haneishi H, Yagihashi Y, Miyake Y (1995) A new method for distortion correction of electronic endoscope images. IEEE Trans Med Imaging 14:548–555CrossRefPubMed Haneishi H, Yagihashi Y, Miyake Y (1995) A new method for distortion correction of electronic endoscope images. IEEE Trans Med Imaging 14:548–555CrossRefPubMed
14.
go back to reference Weng J, Cohen P, Herniou M (1992) Camera calibration with distortion models and accuracy evaluation. IEEE Trans Pattern Anal Machine Intell 14:965–980CrossRef Weng J, Cohen P, Herniou M (1992) Camera calibration with distortion models and accuracy evaluation. IEEE Trans Pattern Anal Machine Intell 14:965–980CrossRef
15.
go back to reference Canny J (1986) A computational approach to edge detection. IEEE Trans Pattern Anal Mach Intell 8:679–698CrossRefPubMed Canny J (1986) A computational approach to edge detection. IEEE Trans Pattern Anal Mach Intell 8:679–698CrossRefPubMed
16.
go back to reference Lavallee S, Szeliski R (1995) Recovering the position and orientation of free-form objects from image contours using 3D distance maps. IEEE Trans Pattern Anal Mach Intell 17:378–390CrossRef Lavallee S, Szeliski R (1995) Recovering the position and orientation of free-form objects from image contours using 3D distance maps. IEEE Trans Pattern Anal Mach Intell 17:378–390CrossRef
17.
go back to reference Luenberger DG (1984) Linear and nonlinear programming, Facsimile edition. Addison-Wesley, Massachusetts Luenberger DG (1984) Linear and nonlinear programming, Facsimile edition. Addison-Wesley, Massachusetts
18.
go back to reference Insall JN, Hood RW, Flawn LB, Sullivan DJ (1983) The total condylar knee prosthesis in gonarthrosis. A five to nine-year follow-up of the first one hundred consecutive replacements. J Bone Joint Surg Am 65:619–628PubMed Insall JN, Hood RW, Flawn LB, Sullivan DJ (1983) The total condylar knee prosthesis in gonarthrosis. A five to nine-year follow-up of the first one hundred consecutive replacements. J Bone Joint Surg Am 65:619–628PubMed
19.
go back to reference Grood ES, Suntay WJ (1983) A joint coordinate system for the clinical description of three-dimensional motions: application to the knee. J Biomech Eng 105:136–144CrossRefPubMed Grood ES, Suntay WJ (1983) A joint coordinate system for the clinical description of three-dimensional motions: application to the knee. J Biomech Eng 105:136–144CrossRefPubMed
20.
go back to reference Dennis DA, Mahfouz MR, Komistek RD, Hoff W (2005) In vivo determination of normal and anterior cruciate ligament–deficient knee kinematics. J Biomech 38:241–253CrossRefPubMed Dennis DA, Mahfouz MR, Komistek RD, Hoff W (2005) In vivo determination of normal and anterior cruciate ligament–deficient knee kinematics. J Biomech 38:241–253CrossRefPubMed
Metadata
Title
3D kinematics of mobile-bearing total knee arthroplasty using X-ray fluoroscopy
Authors
Takaharu Yamazaki
Kazuma Futai
Tetsuya Tomita
Yoshinobu Sato
Hideki Yoshikawa
Shinichi Tamura
Kazuomi Sugamoto
Publication date
01-04-2015
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 4/2015
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-014-1093-x

Other articles of this Issue 4/2015

International Journal of Computer Assisted Radiology and Surgery 4/2015 Go to the issue