Estimating Lower Extremity Running Gait Kinematics with a Single Accelerometer: A Deep Learning Approach
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[1] Xiao-Jun Zeng,et al. An Instance-Based Algorithm With Auxiliary Similarity Information for the Estimation of Gait Kinematics From Wearable Sensors , 2008, IEEE Transactions on Neural Networks.
[2] M. Hunt,et al. Real‐Time Biofeedback of Performance to Reduce Braking Forces Associated With Running‐Related Injury: An Exploratory Study , 2019, The Journal of orthopaedic and sports physical therapy.
[3] Joel Nothman,et al. SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python , 2019, ArXiv.
[4] G. Brüggemann,et al. Positive Work Contribution Shifts from Distal to Proximal Joints during a Prolonged Run , 2018, Medicine and science in sports and exercise.
[5] G. Barry,et al. Measurement error of 3D kinematic and kinetic measures during overground endurance running in recreational runners between two test sessions separated by 48 h , 2019, Physiological measurement.
[6] T. Besier,et al. The effectiveness of real-time haptic feedback gait retraining for reducing resultant tibial acceleration with runners. , 2020, Physical therapy in sport : official journal of the Association of Chartered Physiotherapists in Sports Medicine.
[7] Diana Hodgins,et al. Inertial sensor-based knee flexion/extension angle estimation. , 2009, Journal of biomechanics.
[8] Carlo Menon,et al. Lower Body Kinematics Monitoring in Running Using Fabric-Based Wearable Sensors and Deep Convolutional Neural Networks , 2019, Sensors.
[9] Cheng Yao,et al. Performance evaluation of lower limb ambulatory measurement using reduced Inertial Measurement Units and 3R gait model , 2015, 2015 IEEE International Conference on Rehabilitation Robotics (ICORR).
[10] J. Hamill,et al. Musculoskeletal attenuation of impact shock in response to knee angle manipulation. , 2012, Journal of applied biomechanics.
[11] Hikaru Inooka,et al. A Method for Gait Analysis in a Daily Living Environment by Body-Mounted Instruments , 2001 .
[12] Kun Li,et al. Gazelle: Energy-Efficient Wearable Analysis for Running , 2017, IEEE Transactions on Mobile Computing.
[13] Zoe Y. S. Chan,et al. Gait Retraining for the Reduction of Injury Occurrence in Novice Distance Runners: 1-Year Follow-up of a Randomized Controlled Trial , 2018, The American journal of sports medicine.
[14] Kamiar Aminian,et al. A new approach to accurate measurement of uniaxial joint angles based on a combination of accelerometers and gyroscopes , 2005, IEEE Transactions on Biomedical Engineering.
[15] I. Davis,et al. Biomechanical Differences of Foot-Strike Patterns During Running: A Systematic Review With Meta-analysis. , 2015, The Journal of orthopaedic and sports physical therapy.
[16] Eric S Wallace,et al. Effects of fatigue on running mechanics associated with tibial stress fracture risk. , 2012, Medicine and science in sports and exercise.
[17] S. Preece,et al. A 10% Increase in Step Rate Improves Running Kinematics and Clinical Outcomes in Runners With Patellofemoral Pain at 4 Weeks and 3 Months , 2019, The American journal of sports medicine.
[18] K. Aminian,et al. Ambulatory measurement of 3D knee joint angle. , 2008, Journal of biomechanics.
[19] C. Napier,et al. Kinetic risk factors of running‐related injuries in female recreational runners , 2018, Scandinavian journal of medicine & science in sports.
[20] Frank J. Wouda,et al. Estimation of Vertical Ground Reaction Forces and Sagittal Knee Kinematics During Running Using Three Inertial Sensors , 2018, Front. Physiol..
[21] Chris T M Baten,et al. Driving a musculoskeletal model with inertial and magnetic measurement units , 2015, Computer methods in biomechanics and biomedical engineering.
[22] Christian A. Clermont,et al. Fatigue-Related Changes in Running Gait Patterns Persist in the Days Following a Marathon Race. , 2019, Journal of sport rehabilitation.
[23] Pietro Picerno,et al. 25 years of lower limb joint kinematics by using inertial and magnetic sensors: A review of methodological approaches. , 2017, Gait & posture.
[24] M. Zuk,et al. Kinematic Analysis of a Six-Degrees-of-Freedom Model Based on ISB Recommendation: A Repeatability Analysis and Comparison with Conventional Gait Model , 2015, Applied bionics and biomechanics.
[25] Jean-Francois Esculier,et al. Gait retraining: out of the lab and onto the streets with the benefit of wearables , 2017, British Journal of Sports Medicine.
[26] Carlo Menon,et al. Estimation of Ankle Joint Power during Walking Using Two Inertial Sensors , 2019, Sensors.
[27] Henri De Vroey,et al. Inertial Sensor-Based Lower Limb Joint Kinematics: A Methodological Systematic Review , 2020, Sensors.
[28] Julien Favre,et al. Measurement of multi-segment foot joint angles during gait using a wearable system. , 2012, Journal of biomechanical engineering.
[29] J. Willson,et al. In‐field gait retraining and mobile monitoring to address running biomechanics associated with tibial stress fracture , 2016, Scandinavian journal of medicine & science in sports.
[30] Christos Mousas,et al. Full-Body Locomotion Reconstruction of Virtual Characters Using a Single Inertial Measurement Unit , 2017, Sensors.
[31] Björn Krüger,et al. Motion reconstruction using very few accelerometers and ground contacts , 2015, Graph. Model..
[32] S. Preece,et al. Is There a Pathological Gait Associated With Common Soft Tissue Running Injuries? , 2018, The American journal of sports medicine.
[33] R. Brand,et al. Prediction of hip joint centre location from external landmarks , 1989 .
[34] Antonie J van den Bogert,et al. Implicit methods for efficient musculoskeletal simulation and optimal control. , 2011, Procedia IUTAM.
[35] Hyerim Lim,et al. Prediction of Lower Limb Kinetics and Kinematics during Walking by a Single IMU on the Lower Back Using Machine Learning , 2019, Sensors.
[36] Christa M. Wille,et al. Ability of sagittal kinematic variables to estimate ground reaction forces and joint kinetics in running. , 2014, The Journal of orthopaedic and sports physical therapy.
[37] Alpha Agape Gopalai,et al. Estimating running spatial and temporal parameters using an inertial sensor , 2018 .
[38] Dylan Morrissey,et al. 28 Increased hip adduction during running is associated with patellofemoral pain and differs between males and females: a case-control study , 2019, Journal of biomechanics.
[39] Antonie J van den Bogert,et al. Estimation of gait kinematics and kinetics from inertial sensor data using optimal control of musculoskeletal models. , 2019, Journal of biomechanics.
[40] Dana Kulic,et al. Monitoring of Hip and Knee Joint Angles Using a Single Inertial Measurement Unit During Lower Limb Rehabilitation , 2016, IEEE Sensors Journal.
[41] Shigeru Tadano,et al. Three Dimensional Gait Analysis Using Wearable Acceleration and Gyro Sensors Based on Quaternion Calculations , 2013, Sensors.
[42] Zoe Y S Chan,et al. Shoe‐mounted accelerometers should be used with caution in gait retraining , 2019, Scandinavian journal of medicine & science in sports.
[43] F. García-Pinillos,et al. Does fatigue alter step characteristics and stiffness during running? , 2019, Gait & posture.
[44] Thomas B. Schön,et al. An optimization-based approach to human body motion capture using inertial sensors , 2014 .
[45] J Y Goulermas,et al. Predicting lower limb joint kinematics using wearable motion sensors. , 2008, Gait & posture.
[46] Thomas Seel,et al. IMU-Based Joint Angle Measurement for Gait Analysis , 2014, Sensors.
[47] P. Veltink,et al. Compensation of magnetic disturbances improves inertial and magnetic sensing of human body segment orientation , 2005, IEEE Transactions on Neural Systems and Rehabilitation Engineering.
[48] T. Derrick,et al. Impacts and kinematic adjustments during an exhaustive run. , 2002, Medicine and science in sports and exercise.