Estimation of Knee Joint Forces in Sport Movements Using Wearable Sensors and Machine Learning
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Bernd J Stetter | Steffen Ringhof | Frieder C Krafft | Stefan Sell | F. C. Krafft | Thorsten Stein | T. Stein | S. Ringhof | B. Stetter | S. Sell
[1] Shona L. Halson,et al. Monitoring Training Load to Understand Fatigue in Athletes , 2014, Sports Medicine.
[2] Alison H. McGregor,et al. Exploring the Role of Wearable Technology in Sport Kinematics and Kinetics: A Systematic Review , 2019, Sensors.
[3] Clare E. Milner,et al. Test-retest reliability of knee biomechanics during stop jump landings. , 2011, Journal of biomechanics.
[4] Joseph M Czerniecki,et al. The relationship between knee joint loading rate during walking and degenerative changes on magnetic resonance imaging. , 2014, Clinical biomechanics.
[5] Frank J. Wouda,et al. Estimation of Vertical Ground Reaction Forces and Sagittal Knee Kinematics During Running Using Three Inertial Sensors , 2018, Front. Physiol..
[6] Mark de Zee,et al. Estimation of Ground Reaction Forces and Moments During Gait Using Only Inertial Motion Capture , 2016, Sensors.
[7] Eileen Chih-Ying Yang,et al. 3D analysis system for estimating intersegmental forces and moments exerted on human lower limbs during walking motion , 2015 .
[8] Edgar Charry,et al. Study on estimation of peak Ground Reaction Forces using tibial accelerations in running , 2013, 2013 IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information Processing.
[9] Marcus G Pandy,et al. Contributions of muscles, ligaments, and the ground‐reaction force to tibiofemoral joint loading during normal gait , 2006, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.
[10] Matthew D. Giordanelli,et al. Predicting net joint moments during a weightlifting exercise with a neural network model. , 2018, Journal of biomechanics.
[11] Ahnryul Choi,et al. Prediction of ground reaction forces during gait based on kinematics and a neural network model. , 2013, Journal of biomechanics.
[12] D. D’Lima,et al. AT THE ANNUAL MEETINGS OF THE KNEE SOCIETY The Mark Coventry Award In Vivo Knee Forces During Recreation and Exercise After Knee Arthroplasty , 2008 .
[13] Michael E. Hahn,et al. A NEURAL NETWORK MODEL FOR ESTIMATION OF NET JOINT MOMENTS DURING NORMAL GAIT , 2008 .
[14] Chris Whatman,et al. Biomechanics Associated with Patellofemoral Pain and ACL Injuries in Sports , 2015, Sports Medicine.
[15] Freddie H Fu,et al. The Effect of Direction and Reaction on the Neuromuscular and Biomechanical Characteristics of the Knee during Tasks that Simulate the Noncontact Anterior Cruciate Ligament Injury Mechanism , 2006, The American journal of sports medicine.
[16] E Shahabpoor,et al. Estimation of vertical walking ground reaction force in real-life environments using single IMU sensor. , 2018, Journal of biomechanics.
[17] Stephen A. Billings,et al. A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors , 2017, Sensors.
[18] J. Agel,et al. Epidemiology of collegiate injuries for 15 sports: summary and recommendations for injury prevention initiatives. , 2007, Journal of athletic training.
[19] D. Lloyd,et al. External loading of the knee joint during running and cutting maneuvers. , 2001, Medicine and science in sports and exercise.
[20] M. Ae,et al. Body segment parameters of Japanese children , 1986 .
[21] Rajiv Kaila,et al. Influence of Modern Studded and Bladed Soccer Boots and Sidestep Cutting on Knee Loading during Match Play Conditions , 2007, The American journal of sports medicine.
[22] Ellen E. Yard,et al. Epidemiology of Knee Injuries among Boys and Girls in US High School Athletics , 2008, The American journal of sports medicine.
[23] E. Mohammadi,et al. Barriers and facilitators related to the implementation of a physiological track and trigger system: A systematic review of the qualitative evidence , 2017, International journal for quality in health care : journal of the International Society for Quality in Health Care.
[24] Jurandir Nadal,et al. Residual analysis of ground reaction forces simulation during gait using neural networks with different configurations , 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[25] Karl E Zelik,et al. Ground reaction force metrics are not strongly correlated with tibial bone load when running across speeds and slopes: Implications for science, sport and wearable tech , 2019, PloS one.
[26] R. Thomeé,et al. A 7‐year study on risks and costs of knee injuries in male and female youth participants in 12 sports , 2000, Scandinavian journal of medicine & science in sports.
[27] Hiroaki Hobara,et al. Elite long jumpers with below the knee prostheses approach the board slower, but take-off more effectively than non-amputee athletes , 2017, Scientific Reports.
[28] J. Taunton,et al. A retrospective case-control analysis of 2002 running injuries , 2002, British journal of sports medicine.
[29] Antonie J. van den Bogert,et al. Authors' reply regarding "Effect of low pass filtering on joint moments from inverse dynamics: Implications for injury prevention" , 2012 .
[30] Annegret Mündermann,et al. In vivo knee loading characteristics during activities of daily living as measured by an instrumented total knee replacement , 2008, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.
[31] G. ÓLaighin,et al. Direct measurement of human movement by accelerometry. , 2008, Medical engineering & physics.
[32] Richard R Neptune,et al. Biomechanics and muscle coordination of human walking. Part I: introduction to concepts, power transfer, dynamics and simulations. , 2002, Gait & posture.
[33] Josef Wiemeyer,et al. Inverse dynamic analysis of the lower extremities during nordic walking, walking, and running. , 2008, Journal of applied biomechanics.
[34] Andrea Ancillao,et al. Indirect Measurement of Ground Reaction Forces and Moments by Means of Wearable Inertial Sensors: A Systematic Review , 2018, Sensors.
[35] Valentina Camomilla,et al. Trends Supporting the In-Field Use of Wearable Inertial Sensors for Sport Performance Evaluation: A Systematic Review , 2018, Sensors.
[36] Jos Vanrenterghem,et al. Training Load Monitoring in Team Sports: A Novel Framework Separating Physiological and Biomechanical Load-Adaptation Pathways , 2017, Sports Medicine.
[37] Susanne W. Lipfert,et al. Effect of gender and defensive opponent on the biomechanics of sidestep cutting. , 2004, Medicine and science in sports and exercise.
[38] D. Howard,et al. Whole body inverse dynamics over a complete gait cycle based only on measured kinematics. , 2008, Journal of biomechanics.
[39] Tim J Gabbett,et al. The Use of Wearable Microsensors to Quantify Sport-Specific Movements , 2015, Sports Medicine.
[40] G S Krahenbuhl,et al. Variability in running economy and mechanics among trained male runners. , 1991, Medicine and science in sports and exercise.
[41] G K Cole,et al. The clinical biomechanics award paper 1995 Lower extremity joint loading during impact in running. , 1996, Clinical biomechanics.
[42] F. C. Krafft,et al. Reproducibility of spatio-temporal and dynamic parameters in various, daily occurring, turning conditions. , 2015, Gait & posture.
[43] Benjamin J Fregly,et al. Knee joint forces: prediction, measurement, and significance , 2012, Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine.
[44] Clare E. Milner,et al. A kinematic method to detect foot contact during running for all foot strike patterns. , 2015, Journal of biomechanics.
[45] A J van den Bogert,et al. Muscle coordination and function during cutting movements. , 1999, Medicine and science in sports and exercise.
[46] T. Härtel,et al. Biomechanical modelling and simulation of human body by means of DYNAMICUS , 2006 .
[47] D. Roetenberg,et al. Xsens MVN: Full 6DOF Human Motion Tracking Using Miniature Inertial Sensors , 2009 .
[48] H. Koopman,et al. Prediction of ground reaction forces and moments during various activities of daily living. , 2014, Journal of biomechanics.