Biomechanics | Physical Therapy Self-Supervised Learning Improves Accuracy and Data Efficiency for IMU-Based Ground Reaction Force Estimation. February 5, 2024
AI in Sports Science | Athletic Training | Sports Performance AI-Assisted Fatigue and Stamina Control for Performance Sports on IMU-Generated Multivariate Times Series Datasets. January 11, 2024
Biomedical Engineering | Rehabilitation Medicine Generalizing Upper Limb Force Modeling with Transfer Learning: A Multimodal Approach Using EMG and IMU for New Users and Conditions. January 9, 2024
Other Research on motion recognition based on multi-dimensional sensing data and deep learning algorithms. September 7, 2023
Biomechanics | Orthopedics | Rehabilitation Extended Application of Inertial Measurement Units in Biomechanics: From Activity Recognition to Force Estimation. May 13, 2023
Engineering | Robotics A Novel Transformer-Based IMU Self-Calibration Approach through On-Board RGB Camera for UAV Flight Stabilization. March 11, 2023
Biomechanics | Rehabilitation Medicine IMU-Based Classification of Locomotion Modes, Transitions, and Gait Phases with Convolutional Recurrent Neural Networks. November 26, 2022
Neurology | Neurosurgery Prediction of Movement Ratings and Deep Brain Stimulation Parameters in Idiopathic Parkinson’s Disease. November 17, 2022
Biomedical Engineering | Human-Computer Interaction Multi-Category Gesture Recognition Modeling Based on sEMG and IMU Signals. August 12, 2022
Biomechanics | Physical Therapy Gait Phase Estimation by Using LSTM in IMU-Based Gait Analysis-Proof of Concept. September 10, 2021
Biomedical Engineering | Computer Science | Motion Analysis RNN-Aided Human Velocity Estimation from a Single IMU. July 2, 2020
Biomechanics | Orthopedics | Physical Therapy Determining motions with an IMU during level walking and slope and stair walking. October 18, 2019