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2025
Predicting 3D ground reaction forces across various movement tasks: a convolutional neural network study comparing different inertial measurement unit configurations
Journal of Biomechanics
2025
Performance of deep-learning models incorporating knee alignment information for predicting ground reaction force during walking
BioMedical Engineering OnLine
2025
Estimating braking and propulsion forces during overground running in and out of the lab
PLOS One
2025
Integrating personalized shape prediction, biomechanical modeling, and wearables for bone stress prediction in runners
npj Digital Medicine
2025
Predicting Running Vertical Ground Reaction Forces Using Neural Network Models Based on an IMU Sensor
Sensors
2025
Lecture Notes in Computer Science
2025
Prediction of Vertical Ground Reaction Forces Under Different Running Speeds: Integration of Wearable IMU with CNN-xLSTM
Sensors
2025
Repeatability of Vertical Ground Reaction Force Estimation During Running on the Athletics Track on 3 Different Days
Journal of Applied Biomechanics
2025
Biomechanical Changes and the Time Course of Recovery in Lower Extremities of Recreational Runners Following a Simulated Treadmill Half-Marathon
Sports Medicine - Open
2025
Estimating Ground Reaction Forces From Inertial Sensors
IEEE Transactions on Biomedical Engineering
2025
Predicting ground reaction forces and center of pressures from kinematic data in crutch gait based on LSTM
Medical Engineering & Physics
2025
Peak Vertical Ground Reaction Force Modifies Gait Biomechanics Bilaterally Following ACL Reconstruction: A Randomized Experiment
Journal of Orthopaedic Research
2025
Comparison of Ground Reaction Forces and Net Joint Moment Predictions: Skeletal Model Versus Artificial Neural Network-Based Approach
Journal of Applied Biomechanics
2024
Estimation of Kinetics Using IMUs to Monitor and Aid in Clinical Decision-Making during ACL Rehabilitation: A Systematic Review
Sensors
2024
Predicting ankle and knee sagittal kinematics and kinetics using an ankle-mounted inertial sensor
Computer Methods in Biomechanics and Biomedical Engineering
2024
Evaluation of drop vertical jump kinematics and kinetics using 3D markerless motion capture in a large cohort
Frontiers in Bioengineering and Biotechnology
2024
Exploring the contribution of joint angles and sEMG signals on joint torque prediction accuracy using LSTM-based deep learning techniques
Computer Methods in Biomechanics and Biomedical Engineering
2024
Self-Supervised Learning Improves Accuracy and Data Efficiency for IMU-Based Ground Reaction Force Estimation
IEEE Transactions on Biomedical Engineering
2024
Comparison of the Accuracy of Ground Reaction Force Component Estimation between Supervised Machine Learning and Deep Learning Methods Using Pressure Insoles
Sensors
2024
Trends in real-time artificial intelligence methods in sports: a systematic review
Journal of Big Data
2024
Towards an accurate rolling resistance: Estimating intra-cycle load distribution between front and rear wheels during wheelchair propulsion from inertial sensors
Journal of Sports Sciences
2024
Effect of sensor number and location on accelerometry-based vertical ground reaction force estimation during walking
PLOS Digital Health
2024
Integrating an LSTM framework for predicting ankle joint biomechanics during gait using inertial sensors
Computers in Biology and Medicine
2024
Sustained Limb‐Level Loading: A Ground Reaction Force Phenotype Common to Individuals at High Risk for and Those With Knee Osteoarthritis
Arthritis & Rheumatology
2024
2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2023
Using Wearable Sensors to Estimate Vertical Ground Reaction Force Based on a Transformer
Applied Sciences
2023
Estimation of gait events and kinetic waveforms with wearable sensors and machine learning when running in an unconstrained environment
Scientific Reports
2023
Prediction of continuous and discrete kinetic parameters in horses from inertial measurement units data using recurrent artificial neural networks
Scientific Reports
2023
Estimating 3D ground reaction forces in running using three inertial measurement units
Frontiers in Sports and Active Living
2023
Prediction of gait kinetics using Markerless-driven musculoskeletal modeling
Journal of Biomechanics
2023
Discovering individual-specific gait signatures from data-driven models of neuromechanical dynamics
PLOS Computational Biology
2023
Using Wearable Accelerometers to Develop a Vertical Ground Reaction Force Prediction Model during Running: A Sensitivity Study
Vibration
2023
Estimation of ground reaction force waveforms during fixed pace running outside the laboratory
Frontiers in Sports and Active Living
2023
Predicting Free Achilles Tendon Strain From Motion Capture Data Using Artificial Intelligence
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2023
Using Raw Accelerometer Data to Predict High-Impact Mechanical Loading
Sensors
2023
Extended Application of Inertial Measurement Units in Biomechanics: From Activity Recognition to Force Estimation
Sensors
2023
Acceleration-Based Estimation of Vertical Ground Reaction Forces during Running: A Comparison of Methods across Running Speeds, Surfaces, and Foot Strike Patterns
Sensors
2023
Indoor running temporal variability for different running speeds, treadmill inclinations, and three different estimation strategies
PLOS ONE
2023
Deep-learning model for the prediction of lower-limb joint moments using single inertial measurement unit during different locomotive activities
Biomedical Signal Processing and Control
2022
Estimating Running Ground Reaction Forces from Plantar Pressure during Graded Running
Sensors
2022
Generative deep learning applied to biomechanics: A new augmentation technique for motion capture datasets
Journal of Biomechanics
2022
Predicting vertical ground reaction forces from 3D accelerometry using reservoir computers leads to accurate gait event detection
Frontiers in Sports and Active Living
2022
2022 IEEE International Workshop on Sport, Technology and Research (STAR)
2022
Predicting Vertical Ground Reaction Forces in Running from the Sound of Footsteps
Sensors
2022
Human pose estimation using deep learning: review, methodologies, progress and future research directions
International Journal of Multimedia Information Retrieval
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