Classification of asymptomatic and osteoarthritic knee gait patterns using gait analysis via deterministic learning
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Ying Wang | Yu Zhang | Chengzhi Yuan | Fenglin Liu | Qinghui Wang | Limin Ma | Wei Zeng
[1] Rachid Aissaoui,et al. New Accelerometric Method to Discriminate Between Asymptomatic Subjects and Patients With Medial Knee Osteoarthritis During 3-D Gait , 2008, IEEE Transactions on Biomedical Engineering.
[2] Robert P. W. Duin,et al. A multi-classifier for grading knee osteoarthritis using gait analysis , 2010, Pattern Recognit. Lett..
[3] Laure Gossec,et al. Gait analysis as a quantifiable outcome measure in hip or knee osteoarthritis: a systematic review. , 2010, Joint, bone, spine : revue du rhumatisme.
[4] Nira Herrmann,et al. Accuracy, reliability, and validity of a spatiotemporal gait analysis system. , 2006, Medical engineering & physics.
[5] Dimitry M. Gorinevsky,et al. On the persistency of excitation in radial basis function network identification of nonlinear systems , 1995, IEEE Trans. Neural Networks.
[6] Ewa M. Roos,et al. Strategies for the prevention of knee osteoarthritis , 2016, Nature Reviews Rheumatology.
[7] Hsin-Chen Chen,et al. A joint-constraint model-based system for reconstructing total knee motion. , 2014, IEEE transactions on bio-medical engineering.
[8] Laurence Cheze,et al. Gait knee kinematic alterations in medial osteoarthritis: three dimensional assessment , 2014, International Orthopaedics.
[9] T. Andriacchi,et al. Secondary gait changes in patients with medial compartment knee osteoarthritis: increased load at the ankle, knee, and hip during walking. , 2005, Arthritis and rheumatism.
[10] R. Malamet,et al. A survey of osteoarthritis of the knee in the elderly. , 1983, The Journal of rheumatology.
[11] David J. Hill,et al. Deterministic Learning Theory , 2009 .
[12] Mohammad Taghi Karimi,et al. Performance of subjects with knee osteoarthritis during walking: differential parameters , 2013, Rheumatology International.
[13] R. Moskowitz,et al. Development of criteria for the classification and reporting of osteoarthritis. Classification of osteoarthritis of the knee. Diagnostic and Therapeutic Criteria Committee of the American Rheumatism Association. , 1986, Arthritis and rheumatism.
[14] Michelle Karg,et al. Clinical Gait Analysis: Comparing Explicit State Duration HMMs Using a Reference-Based Index , 2015, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[15] Yu Zhang,et al. Motion analysis of Chinese normal knees during gait based on a novel portable system. , 2015, Gait & posture.
[16] Lynsey D. Duffell,et al. Detecting knee osteoarthritis and its discriminating parameters using random forests , 2017, Medical engineering & physics.
[17] J. Kellgren,et al. Radiological Assessment of Osteo-Arthrosis , 1957, Annals of the rheumatic diseases.
[18] Jan Rueterbories,et al. Methods for gait event detection and analysis in ambulatory systems. , 2010, Medical engineering & physics.
[19] T. Spector,et al. Osteoarthritis: New Insights. Part 1: The Disease and Its Risk Factors , 2000, Annals of Internal Medicine.
[20] H. French,et al. Manual therapy for osteoarthritis of the hip or knee - a systematic review. , 2011, Manual therapy.
[21] Cong Wang,et al. Learning from neural control , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).
[22] Scott Tashman,et al. Knee motion variability in patients with knee osteoarthritis: The effect of self-reported instability. , 2015, Clinical biomechanics.
[23] Thomas P Andriacchi,et al. Direct comparison of measured and calculated total knee replacement force envelopes during walking in the presence of normal and abnormal gait patterns. , 2012, Journal of biomechanics.
[24] A. Elbaz,et al. Novel classification of knee osteoarthritis severity based on spatiotemporal gait analysis. , 2014, Osteoarthritis and cartilage.
[25] Felix Eckstein,et al. External Knee Adduction and Flexion Moments during Gait and Medial Tibiofemoral Disease Progression in Knee Osteoarthritis , 2015, Osteoarthritis and cartilage.
[26] Cong Wang,et al. Deterministic learning of nonlinear dynamical systems , 2003, Proceedings of the 2003 IEEE International Symposium on Intelligent Control.
[27] K. An,et al. Gait characteristics of patients with knee osteoarthritis. , 2001, Journal of biomechanics.
[28] U. Croce,et al. A kinematic and kinetic comparison of overground and treadmill walking in healthy subjects. , 2007, Gait & posture.
[29] Jooyoung Park,et al. Universal Approximation Using Radial-Basis-Function Networks , 1991, Neural Computation.
[30] Timothy E. McAlindon,et al. Osteoarthritis: New Insights , 2002 .
[31] Diana Hodgins,et al. Analysis of knee flexion characteristics and how they alter with the onset of knee osteoarthritis: a case control study , 2013, BMC Musculoskeletal Disorders.
[32] R. Kiss. Effect of severity of knee osteoarthritis on the variability of gait parameters. , 2011, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.
[33] A. van Kampen,et al. Gait analysis before and after corrective osteotomy in patients with knee osteoarthritis and a valgus deformity , 2016, Knee Surgery, Sports Traumatology, Arthroscopy.
[34] Rachid Aissaoui,et al. Automatic Classification of Asymptomatic and Osteoarthritis Knee Gait Patterns Using Kinematic Data Features and the Nearest Neighbor Classifier , 2008, IEEE Transactions on Biomedical Engineering.
[35] Jay A. Farrell,et al. Stability and approximator convergence in nonparametric nonlinear adaptive control , 1998, IEEE Trans. Neural Networks.
[36] Koichi Shinkoda,et al. Lower limb kinematics during the swing phase in patients with knee osteoarthritis measured using an inertial sensor. , 2017, Gait & posture.
[37] Cong Wang,et al. Deterministic Learning and Rapid Dynamical Pattern Recognition , 2007, IEEE Transactions on Neural Networks.