1. Three dimensional measurement of minimum joint space width in the knee from stereo radiographs using statistical shape models.
- Author
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van IJsseldijk EA, Valstar ER, Stoel BC, Nelissen RG, Baka N, Van't Klooster R, and Kaptein BL
- Abstract
Objectives: An important measure for the diagnosis and monitoring of knee osteoarthritis is the minimum joint space width (mJSW). This requires accurate alignment of the x-ray beam with the tibial plateau, which may not be accomplished in practice. We investigate the feasibility of a new mJSW measurement method from stereo radiographs using 3D statistical shape models (SSM) and evaluate its sensitivity to changes in the mJSW and its robustness to variations in patient positioning and bone geometry., Materials and Methods: A validation study was performed using five cadaver specimens. The actual mJSW was varied and images were acquired with variation in the cadaver positioning. For comparison purposes, the mJSW was also assessed from plain radiographs. To study the influence of SSM model accuracy, the 3D mJSW measurement was repeated with models from the actual bones, obtained from CT scans., Results: The SSM-based measurement method was more robust (consistent output for a wide range of input data/consistent output under varying measurement circumstances) than the conventional 2D method, showing that the 3D reconstruction indeed reduces the influence of patient positioning. However, the SSM-based method showed comparable sensitivity to changes in the mJSW with respect to the conventional method. The CT-based measurement was more accurate than the SSM-based measurement (smallest detectable differences 0.55 mm versus 0. 82 mm, respectively)., Conclusion: The proposed measurement method is not a substitute for the conventional 2D measurement due to limitations in the SSM model accuracy. However, further improvement of the model accuracy and optimisation technique can be obtained. Combined with the promising options for applications using quantitative information on bone morphology, SSM based 3D reconstructions of natural knees are attractive for further development.Cite this article: E. A. van IJsseldijk, E. R. Valstar, B. C. Stoel, R. G. H. H. Nelissen, N. Baka, R. van't Klooster, B. L. Kaptein. Three dimensional measurement of minimum joint space width in the knee from stereo radiographs using statistical shape models. Bone Joint Res 2016;320-327. DOI: 10.1302/2046-3758.58.2000626., Competing Interests: ICMJE conflict of interest: The authors declare funding was given to their institution from the Dutch Arthritis Foundation and support was given from Anna Fonds for this study. E. R. Valstar and B. Kaptein declare funding received from the Dutch Arthritis Foundation, ZonMw, Depuy, Stryker and Zimmer unrelated to this work and that they are an employee of LUMC. B. Stoel declares that they have carried out consultancy work for CSL Behring, Baxter and BioClinica unrelated to the study. R. G. H. Neilsson declares funding received from the Dutch Arthritis Foundation, ZonMw, Depuy, Stryker, Zimmer and the Dutch Implant Repository unrelated to this work and that they are an employee of LUMC. Van t’Klooster declares that they are an employee of Quantib B. V., (© 2016 van IJsseldijk et al.)
- Published
- 2016
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