| Application of wearable inertial sensors and a new test battery for distinguishing retrospective fallers from non-fallers among community-dwelling older people H Qiu, RZU Rehman, X Yu, S Xiong Scientific reports 8 (1), 16349, 2018 | 72 | 2018 |
| A novel hybrid deep neural network to predict pre-impact fall for older people based on wearable inertial sensors X Yu, H Qiu, S Xiong Frontiers in bioengineering and biotechnology 8, 63, 2020 | 59 | 2020 |
| A large-scale open motion dataset (KFall) and benchmark algorithms for detecting pre-impact fall of the elderly using wearable inertial sensors X Yu, J Jang, S Xiong Frontiers in Aging Neuroscience 13, 692865, 2021 | 47 | 2021 |
| A dynamic time warping based algorithm to evaluate kinect-enabled home-based physical rehabilitation exercises for older people X Yu, S Xiong Sensors 19 (13), 2882, 2019 | 47 | 2019 |
| A comprehensive comparison of accuracy and practicality of different types of algorithms for pre-impact fall detection using both young and old adults X Yu, B Koo, J Jang, Y Kim, S Xiong Measurement 201, 111785, 2022 | 9 | 2022 |
| A practical wearable fall detection system based on tiny convolutional neural networks X Yu, S Park, D Kim, E Kim, J Kim, W Kim, Y An, S Xiong Biomedical Signal Processing and Control 86, 105325, 2023 | 7 | 2023 |
| Data Augmentation to Address Various Rotation Errors of Wearable Sensors for Robust Pre-impact Fall Detection X Yu, T Ma, J Jang, S Xiong IEEE Journal of Biomedical and Health Informatics, 2022 | 4 | 2022 |
| Machine learning-based pre-impact fall detection and injury prevention for the elderly with wearable inertial sensors X Yu, J Jang, S Xiong Advances in Physical, Social & Occupational Ergonomics: Proceedings of the …, 2021 | 4 | 2021 |
| A multifactorial fall risk assessment system for older people utilizing a low-cost, markerless Microsoft Kinect T Kim, X Yu, S Xiong Ergonomics 67 (1), 50-68, 2024 | 2 | 2024 |
| TinyFallNet: A Lightweight Pre-Impact Fall Detection Model B Koo, X Yu, S Lee, S Yang, D Kim, S Xiong, Y Kim Sensors 23 (20), 8459, 2023 | 2 | 2023 |
| Trunk range of motion: A wearable sensor-based test protocol and indicator of fall risk in older people X Yu, S Park, S Xiong Applied Ergonomics 108, 103963, 2023 | 1 | 2023 |
| A novel semi-supervised model for pre-impact fall detection with limited fall data X Yu, J Wan, G An, X Yin, S Xiong Engineering Applications of Artificial Intelligence 132, 108469, 2024 | | 2024 |
| Development and validation of a dynamic time warping based algorithm to evaluate motion similarity for home-based fall interventions in older people X Yu, S Xiong 10th International Conference on Applied Human Factors and Ergonomics, 2019 | | 2019 |
| An Efficient Skeleton-Based Fall Detection Algorithm Using Temporal Convolutional Networks with Transformer Encoder X Yu, C Wang, W Wu, S Xiong Available at SSRN 4750350, 0 | | |
Shuping XiongProfessor, Dept of Industrial & Systems Engineering, KAISTVerified email at kaist.ac.kr
