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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
A Novel Hybrid Deep Neural Network to Predict Pre-impact Fall for Older People Based on Wearable Inertial Sensors Yu, Xiaoqun; Qiu, Hai; Xiong, Shuping, Frontiers in Bioengineering and Biotechnology, v.8, no.63, 2020-02 | |
| A Large-scale Open Motion Dataset (KFall) and Benchmark Algorithms for Detecting Pre-impact Fall of the Elderly Using Wearable Inertial Sensors Yu, Xiaoqun; Jang, Jake; Xiong, Shuping, FRONTIERS IN AGING NEUROSCIENCE, v.13, pp.692865, 2021-07 | |
| A comprehensive comparison of accuracy and practicality of different types of algorithms for pre-impact fall detection using both young and old adults Yu, Xiaoqun; Koo, Bummo; Jang, Jaehyuk; Kim, Youngho; Xiong, Shuping, MEASUREMENT, v.201, 2022-09 | |
| Trunk range of motion: A wearable sensor-based test protocol and indicator of fall risk in older people Yu, Xiaoqun; Park, Seonghyeok; Xiong, Shuping, APPLIED ERGONOMICS, v.108, 2023-04 | |
| A practical wearable fall detection system based on tiny convolutional neural networks Yu, Xiaoqun; Park, Seonghyeok; Kim, Doil; Kim, Eungjin; Kim, Jaewon; Kim, Woosub; An, Yechan; Xiong, Shuping, BIOMEDICAL SIGNAL PROCESSING AND CONTROL, v.86, 2023-09 | |
| Data augmentation to address various rotation errors of wearable sensors for robust pre-impact fall detection Yu, Xiaoqun; Ma, Tianjun; Jang, Jaehyuk; Xiong, Shuping, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.27, no.5, pp.2197 - 2207, 2023-05 | |
| TinyFallNet: A Lightweight Pre-Impact Fall Detection Model Koo, Bummo; Yu, Xiaoqun; Lee, Seunghee; Yang, Sumin; Kim, Dongkwon; Xiong, Shuping; Kim, Youngho, SENSORS, v.23, no.20, 2023-10 | |
| A multifactorial fall risk assessment system for older people utilizing a low-cost, markerless Microsoft Kinect Kim, Taekyoung; Yu, Xiaoqun; Xiong, Shuping, ERGONOMICS, v.67, no.1, pp.50 - 68, 2024-01 | |
| A novel semi-supervised model for pre-impact fall detection with limited fall data Yu, Xiaoqun; Wan, Jiansong; An, Guoyuan; Yin, Xu; Xiong, Shuping, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v.132, 2024-06 |
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