Xiaoqun Yu

A Large-Scale Open Motion Dataset (KFall) and Benchmark Algorithms for Detecting Pre-impact Fall of the Elderly Using Wearable Inertial Sensors

Xiaoqun Yu, Jaehyuk Jang, Shuping Xiong · Frontiers in Aging Neuroscience · 2021 · 115 citations · Full text

Public Health, Injury Prevention, Falls Prevention +14

A Novel Hybrid Deep Neural Network to Predict Pre-impact Fall for Older People Based on Wearable Inertial Sensors

Xiaoqun Yu, Hai Qiu, Shuping Xiong · Frontiers in Bioengineering and Biotechnology · 2020 · 87 citations · Full text

Computing, Computer Science, Injury Prevention +15

Application of Wearable Inertial Sensors and A New Test Battery for Distinguishing Retrospective Fallers from Non-fallers among Community-dwelling Older People

Hai Qiu, Rana Zia Ur Rehman, Xiaoqun Yu et al. · Scientific Reports · 2018 · 84 citations · Full text

Medicine, Geriatric Medicine, Falls Prevention +14

A Dynamic Time Warping Based Algorithm to Evaluate Kinect-Enabled Home-Based Physical Rehabilitation Exercises for Older People

Xiaoqun Yu, Shuping Xiong · Sensors · 2019 · 64 citations · Full text

Health Professions, Rehabilitation Medicine, Movement Analysis +15

A practical wearable fall detection system based on tiny convolutional neural networks

Xiaoqun Yu, Seonghyeok Park, Doil Kim et al. · Biomedical Signal Processing and Control · 2023 · 48 citations

Computing, Biomedical Engineering, Computer Science +14