Measuring Three-Dimensional Tibiofemoral Kinematics Using Dual-Slice Real-Time Magnetic Resonance Imaging.

PURPOSE The purpose of this study is to propose and evaluate a slice-to-volume registration (SVR) method integrating an advanced dual-slice real-time magnetic resonance image (MRI) and three-dimensional (3-D) MRI volume of the tibiofemoral joint for determining their 3-D kinematics. METHODS The real-time and 3-D MRI of the knee were collected from twelve healthy adults at five static flexion positions and during dynamic flexion/extension movement. The 3-D positions and orientations of the femur and tibia were obtained by registering their volumetric models constructed from the 3-D MRI to dual-slice real-time MRI using an optimization process. The proposed method was quantitatively evaluated for its performance in terms of the robustness and measurement accuracy, and compared to those of a single-slice SVR method. Its repeatability in measuring knee kinematics during flexion/extension movement was also determined. RESULTS In comparison to the single-slice SVR method, the dual-slice method was significantly superior, giving a successful registration rate > 95%, a bias less than 0.5 mm in translations and 0.6° in rotations and a precision less than 0.7 mm in translations and 0.9° in rotations for determining the 3-D tibiofemoral poses. For repeatability of the dual-slice SVR in measuring tibiofemoral kinematics during dynamic flexion-extension, the means of the time-averaged standard deviations were less than 0.9° for joint angles and 0.5 mm for joint translations. CONCLUSION A dual-slice SVR method in conjunction with real-time MRI has been developed and evaluated for its performance in measuring 3-D kinematics of the tibiofemoral joint in twelve young adults in terms of the accuracy, robustness and repeatability. The proposed MRI-based 3-D measurement method provides a non-invasive and ionizing radiation-free approach for 3-D kinematic measurement of the tibiofemoral joint, which will be helpful for future academic and clinical applications. This article is protected by copyright. All rights reserved.

[1]  Juan M Santos,et al.  Feasibility of using real‐time MRI to measure joint kinematics in 1.5T and open‐bore 0.5T systems , 2008, Journal of magnetic resonance imaging : JMRI.

[2]  H. Menz,et al.  Knee kinematics during walking at different speeds in people who have undergone total knee replacement. , 2010, The Knee.

[3]  Tung-Wu Lu,et al.  Joint loading in the lower extremities during elliptical exercise. , 2007, Medicine and science in sports and exercise.

[4]  Cheng-Chung Lin,et al.  A slice-to-volume registration method based on real-time magnetic resonance imaging for measuring three-dimensional kinematics of the knee. , 2013, Medical physics.

[5]  Joseph J Crisco,et al.  Automatic determination of anatomical coordinate systems for three-dimensional bone models of the isolated human knee. , 2010, Journal of biomechanics.

[6]  Jürgen Weese,et al.  A comparison of similarity measures for use in 2-D-3-D medical image registration , 1998, IEEE Transactions on Medical Imaging.

[7]  Graeme P. Penney,et al.  Standardized evaluation methodology for 2-D-3-D registration , 2005, IEEE Transactions on Medical Imaging.

[8]  Tung-Wu Lu,et al.  Comparisons of surface vs. volumetric model-based registration methods using single-plane vs. bi-plane fluoroscopy in measuring spinal kinematics. , 2014, Medical engineering & physics.

[9]  Jens Frahm,et al.  Real-time magnetic resonance imaging of temporomandibular joint dynamics. , 2011 .

[10]  Kathryn M Refshauge,et al.  Comparison of kinematics in the healthy and ACL injured knee using MRI. , 2005, Journal of biomechanics.

[11]  Chung-Ming Chen,et al.  A volumetric model-based 2D to 3D registration method for measuring kinematics of natural knees with single-plane fluoroscopy. , 2010, Medical physics.

[12]  Patrick A Costigan,et al.  Role of knee kinematics and kinetics on performance and disability in people with medial compartment knee osteoarthritis. , 2006, Clinical biomechanics.

[13]  T. Lu,et al.  Effects of severity of degeneration on gait patterns in patients with medial knee osteoarthritis. , 2008, Medical engineering & physics.

[14]  Frances T Sheehan,et al.  A methodology to accurately quantify patellofemoral cartilage contact kinematics by combining 3D image shape registration and cine-PC MRI velocity data. , 2012, Journal of biomechanics.

[15]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[16]  Jens Frahm,et al.  Magnetic resonance imaging in real time: Advances using radial FLASH , 2010, Journal of magnetic resonance imaging : JMRI.

[17]  Jens Frahm,et al.  Real-time MRI of the temporomandibular joint at 15 frames per second-A feasibility study. , 2016, European journal of radiology.

[18]  F E Zajac,et al.  Using cine phase contrast magnetic resonance imaging to non-invasively study in vivo knee dynamics. , 1997, Journal of biomechanics.

[19]  Guoan Li,et al.  Comments on "validation of a non-invasive fluoroscopic imaging technique for the measurement of dynamic knee joint motion". , 2008 .

[20]  Paul J. Besl,et al.  Method for registration of 3-D shapes , 1992, Other Conferences.

[21]  Tung-Wu Lu,et al.  Effects of soft tissue artifacts on differentiating kinematic differences between natural and replaced knee joints during functional activity. , 2016, Gait & posture.

[22]  Peter Boesiger,et al.  Compressed sensing in dynamic MRI , 2008, Magnetic resonance in medicine.

[23]  E S Grood,et al.  A joint coordinate system for the clinical description of three-dimensional motions: application to the knee. , 1983, Journal of biomechanical engineering.

[24]  Angelo Cappello,et al.  Double calibration vs. global optimisation: performance and effectiveness for clinical application. , 2006, Gait & posture.

[25]  Sharmila Majumdar,et al.  Magnetic resonance imaging of 3-dimensional in vivo tibiofemoral kinematics in anterior cruciate ligament-reconstructed knees. , 2009, Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association.

[26]  Anne Schmitz,et al.  Load-dependent variations in knee kinematics measured with dynamic MRI. , 2013, Journal of biomechanics.

[27]  Fang Liu,et al.  Tibiofemoral kinematics and condylar motion during the stance phase of gait. , 2009, Journal of biomechanics.

[28]  Kevin M. Johnson,et al.  Measurement of tibiofemoral kinematics using highly accelerated 3D radial sampling , 2013, Magnetic resonance in medicine.

[29]  D. Donoho,et al.  Sparse MRI: The application of compressed sensing for rapid MR imaging , 2007, Magnetic resonance in medicine.

[30]  J J O'Connor,et al.  Bone position estimation from skin marker co-ordinates using global optimisation with joint constraints. , 1999, Journal of biomechanics.

[31]  Mark E Ladd,et al.  Real‐time MRI of joint movement with trueFISP , 2002, Journal of magnetic resonance imaging : JMRI.

[32]  Scott Tashman,et al.  Validation of three-dimensional model-based tibio-femoral tracking during running. , 2009, Medical engineering & physics.

[33]  Tung-Wu Lu,et al.  Influence of soft tissue artifacts on the calculated kinematics and kinetics of total knee replacements during sit-to-stand. , 2011, Gait & posture.

[34]  A Leardini,et al.  Position and orientation in space of bones during movement: experimental artefacts. , 1996, Clinical biomechanics.

[35]  Tung-Wu Lu,et al.  Effects of soft tissue artifacts on the calculated kinematics and kinetics of the knee during stair-ascent. , 2011, Journal of biomechanics.

[36]  Scott Tashman,et al.  A method to estimate in vivo dynamic articular surface interaction. , 2003, Journal of biomechanics.

[37]  Tung-Wu Lu,et al.  In vivo three-dimensional intervertebral kinematics of the subaxial cervical spine during seated axial rotation and lateral bending via a fluoroscopy-to-CT registration approach. , 2014, Journal of biomechanics.

[38]  Jens Frahm,et al.  Real‐time MRI of speaking at a resolution of 33 ms: Undersampled radial FLASH with nonlinear inverse reconstruction , 2013, Magnetic resonance in medicine.

[39]  Tung-Wu Lu,et al.  In vivo three-dimensional kinematics of the normal knee during active extension under unloaded and loaded conditions using single-plane fluoroscopy. , 2008, Medical engineering & physics.

[40]  Jens Frahm,et al.  Real‐time magnetic resonance imaging of normal swallowing , 2012, Journal of magnetic resonance imaging : JMRI.

[41]  D L Hill,et al.  Validation of a two- to three-dimensional registration algorithm for aligning preoperative CT images and intraoperative fluoroscopy images. , 2001, Medical physics.

[42]  N. Stergiou,et al.  Three-Dimensional Tibiofemoral Kinematics of the Anterior Cruciate Ligament-Deficient and Reconstructed Knee during Walking * , 2003, The American journal of sports medicine.

[43]  Guoan Li,et al.  Non-invasive determination of coupled motion of the scapula and humerus--an in-vitro validation. , 2011, Journal of biomechanics.

[44]  Thomas S Buchanan,et al.  A method for measurement of joint kinematics in vivo by registration of 3-D geometric models with cine phase contrast magnetic resonance imaging data. , 2005, Journal of biomechanical engineering.

[45]  A. Williams,et al.  Tibio-femoral movement in the living knee. A study of weight bearing and non-weight bearing knee kinematics using 'interventional' MRI. , 2005, Journal of biomechanics.

[46]  Benjamin J Fregly,et al.  Theoretical accuracy of model-based shape matching for measuring natural knee kinematics with single-plane fluoroscopy. , 2005, Journal of biomechanical engineering.

[47]  Jens Frahm,et al.  Diagnosis of Gastroesophageal Reflux Disease Using Real-time Magnetic Resonance Imaging , 2015, Scientific Reports.

[48]  Frances T Sheehan,et al.  Assessing the accuracy and precision of musculoskeletal motion tracking using cine-PC MRI on a 3.0T platform. , 2011, Journal of biomechanics.

[49]  Guoan Li,et al.  A novel dual fluoroscopic imaging method for determination of THA kinematics: in-vitro and in-vivo study. , 2013, Journal of biomechanics.

[50]  A. Cappozzo,et al.  Human movement analysis using stereophotogrammetry. Part 1: theoretical background. , 2005, Gait & posture.

[51]  Wendy J Hurd,et al.  Perturbation training improves knee kinematics and reduces muscle co-contraction after complete unilateral anterior cruciate ligament rupture. , 2005, Physical therapy.