Morphological analysis of the Knee Joint

In total knee replacement, the clinical outcome is significantly influenced by the implant design. Different concepts of gender-, race- or patient-specific designs have been developed. This is based on reported anatomical differences in the knee shape (morphology), as reported in literature. However, little is known whether these differences originate from phenotypic differences between men and women or different ethnicities, or e.g. overall body size, and thus can be eliminated by a simple scaling. Therefore, we develop parametric models to quantify the knee morphology. This includes fully automatic methods for landmark recognition and feature extraction. Subsequently, we use statistical, correlation, and cluster analysis to investigate the knee morphology for patient specific implant design.

Related Topics

  • RapidGEN - Personalized Modeling and Rapid Manufacturing of Individual Knee Implants

Publications

  • S. Grothues & K. Radermacher: Automated analysis of femoral over-/underhang and bone coverage of OTS TKA implants. In: J.W. Giles (ed.): Proceedings of The 22nd Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 6, 2024, pp. 26-30 [DOI: 10.29007/5636]
  • S. Grothues, A.-K. Becker, B. Hohlmann & K. Radermacher: Parameter-based patient-specific restoration of physiological knee morphology for optimized implant design and matching. Biomedical Engineering / Biomedizinische Technik, 2023, 68(5), pp. 537-544 [DOI: 10.1515/bmt-2023-0017]
  • S. Grothues, B. Hohlmann, S.M. Zingde & K. Radermacher: Potential for femoral size optimization for off-the-shelf implants: A CT derived implant database analysis. Journal of Orthopaedic Research, 2023, 41(6), pp. 1198-1205 [DOI: 10.1002/jor.25464]
  • S. Grothues, L. Berger & K. Radermacher: Automated analysis of morpho-functional interbone parameters of the knee based on three dimensional (3D) surface data. In: F. Rodriguez Y Baena, J.W. Giles & E. Stindel (ed.): Proceedings of The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 5, 2022, pp. 81-88 [DOI: 10.29007/8nb5]
  • S. Grothues & K. Radermacher: X-ray based morphological analysis of the knee - a review. In: F. Rodriguez Y Baena, J.W. Giles & E. Stindel (ed.): Proceedings of The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 5, 2022, pp. 89-98 [DOI: 10.29007/sqcb]
  • S. Grothues & K. Radermacher: Criteria for Implant Fit Assessment in Total Knee Arthroplasty – A Review. Current Directions in Biomedical Engineering, 8(2), 2022, pp. 165-168 [DOI: 10.1515/cdbme-2022-1043]
  • S.A.G.A. Grothues & K. Radermacher: Variation of the Three-Dimensional Femoral J-Curve in the Native Knee. Journal of Personalized Medicine, 2021, 11(7), pp. 592 [DOI: 10.3390/jpm11070592]
  • S.A.G.A. Grothues, M. Asseln & K. Radermacher: Variation of the femoral J-Curve in the native knee. In: F. Rodriguez Y Baena & F. Tatti (ed.): CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 4, 2020, pp. 86-91 [DOI: 10.29007/5k32]
  • M. Asseln: Morphological and Functional Analysis of the Knee Joint for Implant Design Optimization. In: S. Leonhardt, K. Radermacher & T. Schmitz-Rode (ed.): 57, Aachener Beiträge zur Medizintechnik (ISBN 978-3-8440-7047-7), Shaker, 2019, pp. 306
  • M. Asseln, M.C.M. Fischer, H.Y. Chan, P. Meere, P. Walker & K. Radermacher: Automatic standardized shape analysis of the sagittal profiles (J-Curves) of the femoral condyles based on three-dimensional (3D) surface data. In: P. Meere & F. Rodriguez Y Baena (ed.): CAOS 2019. The 19th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 3, 2019, pp. 21-25 [DOI: 10.29007/pc21]
  • M. Asseln & K. Radermacher: Automatic analysis of morphological parameters of the patella based on three-dimensional (3D) surface data. In: P. Meere & F. Rodriguez Y Baena (ed.): CAOS 2019. The 19th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 3, 2019, pp. 31-35 [DOI: 10.29007/mrjk]
  • M. Asseln, C. Hänisch, F. Schick & K. Radermacher: Gender differences in knee morphology and the prospects for implant design in total knee replacement. The Knee, 2018, 25(4), pp. 545-558 [DOI: 10.1016/j.knee.2018.04.005]
  • M. Asseln, C. Hänisch & K. Radermacher: Normalization of the knee morphology using correlation analysis and its consequences for implant design. In: F. O'Brien & D. Kelly (ed.): 8th World Congress of Biomechanics, 2018, pp. O1834
  • M. Asseln, C. Hänisch, F. Schick & K. Radermacher: Analysis of Gender-Specific Aspects of the Morphology of the Distal Femur. In: K. Radermacher & F. Rodriguez Y Baena (ed.): CAOS2017. EPiC Series in Health Sciences, 1, 2017, pp. 238-243
  • M. Asseln, M. Fischer, C. Hänisch & K. Radermacher: Automatic Parameterization of the Proximal Tibia Based on 3D Surface Data for Morphological Analysis and Implant Optimization. 16th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 2016, pp. 325-328
  • M. Fischer, M. Asseln, G. Al Hares & K. Radermacher: Relationship between the functional finite helical axes and morphology-based axes of the knee. 16th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 2016, pp. 124-128
  • M. Asseln, C. Hänisch, G. Al Hares, J. Eschweiler & K. Radermacher: Automatic Parameterization Of The Distal Femur Based On 3d Surface Data: A Novel Approach For Systematic Morphological Analysis And Optimization. 15th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 2015, pp. 68
  • M. Asseln, C. Hänisch, G. Al Hares, V. Quack & K. Radermacher: A Mesh Morphing Based Method To Estimate Cruciate Ligament Attachments Based On CT-Data. 15th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 2015, pp. 60
  • M. Asseln, M. Fischer, G. Al Hares, V. Quack & K. Radermacher: Relationship Between The Distal Femoral Morphology And Cruciate Ligament Attachments. 15th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, 2015, pp. 62
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