Biomedical Engineering | Rehabilitation Medicine A Novel CNN-BiLSTM ensemble model with attention mechanism for sit-to-stand phase identification using wearable inertial sensors. February 19, 2024
Physical Therapy | Sports Medicine Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition Using Wrist-Worn Inertial Sensors. July 14, 2023
Biomedical Engineering | Ergonomics | Occupational Therapy Predicting Wrist Posture during Occupational Tasks Using Inertial Sensors and Convolutional Neural Networks. January 21, 2023
Deep Learning | Human Activity Recognition (HAR) | Wearable Technology A Novel Deep Neural Network Method for HAR-Based Team Training Using Body-Worn Inertial Sensors. November 11, 2022
Engineering | Technology Deep-Learning-Based Character Recognition from Handwriting Motion Data Captured Using IMU and Force Sensors. October 30, 2022
Deep Learning | Motion capture | Virtual Reality Fusion Poser: 3D Human Pose Estimation Using Sparse IMUs and Head Trackers in Real Time. July 9, 2022
Biomedical Engineering | Technology Using Inertial Sensors to Determine Head Motion-A Review. December 23, 2021
Biomechanics | Physical Therapy A Deep Learning Approach for Foot Trajectory Estimation in Gait Analysis Using Inertial Sensors. November 27, 2021
Biomechanics | Orthopedics | Sports Medicine Estimation of kinematics from inertial measurement units using a combined deep learning and optimization framework. January 23, 2021
Engineering | Fault Diagnosis Method for Fault Diagnosis of Temperature-Related MEMS Inertial Sensors by Combining Hilbert-Huang Transform and Deep Learning. October 6, 2020
Health Risk Assessment | Physical Activity | Ubiquitous computing Gait Activity Classification on Unbalanced Data from Inertial Sensors Using Shallow and Deep Learning. August 26, 2020