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2025	Wearable-based estimation of continuous 3D knee moments during running using a convolutional neural network Sports Biomechanics Lucas Höschler, Christina Halmich, Christoph Schranz, Julian Fritz, Saša Čigoja, Martin Ullrich, Anne D. Koelewijn, Hermann Schwameder
2025	Comparison of different machine learning models to enhance sacral acceleration-based estimations of running stride temporal variables and peak vertical ground reaction force Sports Biomechanics Aurélien Patoz, Thibault Lussiana, Bastiaan Breine, Cyrille Gindre, Davide Malatesta
2025	Estimating braking and propulsion forces during overground running in and out of the lab PLOS One Lauren M. Baker, Fabian C. Weigend, Krithika Swaminathan, Daekyum Kim, Andrew Chin, Daniel E. Lieberman, Conor J. Walsh
2025	Enhancement of motor functional recovery in thoracic spinal cord injury: voluntary wheel running versus forced treadmill exercise Neural Regeneration Research Do-Hun Lee, Dan Cao, Younghye Moon, Chen Chen, Nai-Kui Liu, Xiao-Ming Xu, Wei Wu
2025	Reliability of inertial measurement unit-based spatiotemporal and kinetic variables in endurance runners during treadmill running Journal of Human Kinetics Unai Miqueleiz, Roberto Aguado-Jimenez, Pablo Lecumberri, Ibai Garcia-Tabar, Esteban M. Gorostiaga
2025	Use of Technologies for the Acquisition and Processing Strategies for Motion Data Analysis Biomimetics Andres Emilio Hurtado-Perez, Manuel Toledano-Ayala, Irving A. Cruz-Albarran, Alejandra Lopez-Zúñiga, Jesús Adrián Moreno-Perez, Alejandra Álvarez-López, Juvenal Rodriguez-Resendiz, Carlos A. Perez-Ramirez
2025	Agreement between an inertial measurement unit (IMU) algorithm and a photoelectric system for analysing spatiotemporal variables during overground and treadmill running Sports Biomechanics Unai Miqueleiz, Roberto Aguado-Jimenez, Pablo Lecumberri, Esteban M. Gorostiaga
2025	Sensor fusion for estimating ground reaction force using insole-type foot pressure and inertial sensors Mechanical Engineering Journal Kiyoshi HIROSE, Wako KAJIWARA, Akiko KONDO, Yasuo NAKAMURA, Masaki TAKEDA
2025	Sex differences in peak vertical accelerations of the centre of mass in runners: Implications for footwear design Footwear Science Ephrem B. Mekonnen, Moksha Dilip, Sean K. T. Gaiesky, Christopher Napier
2025	Estimating Ground Reaction Forces From Inertial Sensors IEEE Transactions on Biomedical Engineering B. Song, M. Paolieri, H. E. Stewart, L. Golubchik, J. L. McNitt-Gray, V. Misra, D. Shah
2025	Modelling peak vertical ground reaction force from smart watch metrics reveals link between higher forces and softer cushioning perception Footwear Science Cristopher D. Garduno Luna, Brian Ruhe, Christopher Ertel, Daniel Shull
2024	Sacroiliac Joint Dysfunction in Endurance Runners Using Wearable Technology as a Clinical Monitoring Tool: Systematic Review JMIR Biomedical Engineering Stuart Evans
2024	Increasing Step Rate Reduces Peak and Cumulative Insole Force in Collegiate Runners Medicine & Science in Sports & Exercise THOMAS S. MADDEN, DAVID A. HAWKINS
2024	Predicting vertical ground reaction force characteristics during running with machine learning Frontiers in Bioengineering and Biotechnology Sieglinde Bogaert, Jesse Davis, Benedicte Vanwanseele
2024	Estimation of Kinetics Using IMUs to Monitor and Aid in Clinical Decision-Making during ACL Rehabilitation: A Systematic Review Sensors Sanchana Krishnakumar, Bert-Jan F. van Beijnum, Chris T. M. Baten, Peter H. Veltink, Jaap H. Buurke
2024	Parameterization of Biomechanical Variables through Inertial Measurement Units (IMUs) in Occasional Healthy Runners Sensors Álvaro Pareja-Cano, José María Arjona, Brian Caulfield, Antonio Cuesta-Vargas
2024	Predicting ankle and knee sagittal kinematics and kinetics using an ankle-mounted inertial sensor Computer Methods in Biomechanics and Biomedical Engineering Ting Long, Jereme Outerleys, Ted Yeung, Justin Fernandez, Mary L. Bouxsein, Irene S. Davis, Miriam A. Bredella, Thor F. Besier
2023	Accurate estimation of peak vertical ground reaction force using the duty factor in level treadmill running Scandinavian Journal of Medicine & Science in Sports Aurélien Patoz, Thibault Lussiana, Bastiaan Breine, Cyrille Gindre, Davide Malatesta
2023	Estimation of ground reaction force waveforms during fixed pace running outside the laboratory Frontiers in Sports and Active Living Seth R. Donahue, Michael E. Hahn
2023	Effect of Foot Orthoses on Angular Velocity of Feet Sensors Juan Luis Florenciano Restoy, Jordi Solé-Casals, Xantal Borràs-Boix
2023	Estimation of gait events and kinetic waveforms with wearable sensors and machine learning when running in an unconstrained environment Scientific Reports Seth R. Donahue, Michael E. Hahn
2023	Acceleration-Based Estimation of Vertical Ground Reaction Forces during Running: A Comparison of Methods across Running Speeds, Surfaces, and Foot Strike Patterns Sensors Dovin Kiernan, Brandon Ng, David A. Hawkins
2023	Unsupervised Gait Event Identification with a Single Wearable Accelerometer and/or Gyroscope: A Comparison of Methods across Running Speeds, Surfaces, and Foot Strike Patterns Sensors Dovin Kiernan, Kristine Dunn Siino, David A. Hawkins
2023	Validity of IMU measurements on running kinematics in non-rearfoot strike runners across different speeds Journal of Sports Sciences Ziwei Zeng, Yue Liu, Lin Wang
2022	A Single Sacral-Mounted Inertial Measurement Unit to Estimate Peak Vertical Ground Reaction Force, Contact Time, and Flight Time in Running Sensors Aurélien Patoz, Thibault Lussiana, Bastiaan Breine, Cyrille Gindre, Davide Malatesta
2022	Inner-Cycle Phases Can Be Estimated from a Single Inertial Sensor by Long Short-Term Memory Neural Network in Roller-Ski Skating Sensors Frédéric Meyer, Magne Lund-Hansen, Trine M. Seeberg, Jan Kocbach, Øyvind Sandbakk, Andreas Austeng
2022	Predicting continuous ground reaction forces from accelerometers during uphill and downhill running: a recurrent neural network solution PeerJ Ryan S. Alcantara, W. Brent Edwards, Guillaume Y. Millet, Alena M. Grabowski
2021	Both a single sacral marker and the whole-body center of mass accurately estimate peak vertical ground reaction force in running Gait & Posture Aurélien Patoz, Thibault Lussiana, Bastiaan Breine, Cyrille Gindre, Davide Malatesta
2021	A Multivariate Polynomial Regression to Reconstruct Ground Contact and Flight Times Based on a Sine Wave Model for Vertical Ground Reaction Force and Measured Effective Timings Frontiers in Bioengineering and Biotechnology Aurélien Patoz, Thibault Lussiana, Bastiaan Breine, Cyrille Gindre, Davide Malatesta
2021	Estimating effective contact and flight times using a sacral-mounted inertial measurement unit Journal of Biomechanics Aurélien Patoz, Thibault Lussiana, Bastiaan Breine, Cyrille Gindre, Davide Malatesta
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