Impact of Sampling Rate on Wearable-Based Fall Detection Systems Based on Machine Learning Models
Kai-Chun Liu, Chia-Yeh Hsieh, Hsu, Steen Jun-Ping, Chia-Tai Chan
Published in IEEE sensors journal (01.12.2018)
Published in IEEE sensors journal (01.12.2018)
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Journal Article
Novel Hierarchical Fall Detection Algorithm Using a Multiphase Fall Model
Hsieh, Chia-Yeh, Liu, Kai-Chun, Huang, Chih-Ning, Chu, Woei-Chyn, Chan, Chia-Tai
Published in Sensors (Basel, Switzerland) (08.02.2017)
Published in Sensors (Basel, Switzerland) (08.02.2017)
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Journal Article
Wearable sensor-based rehabilitation exercise assessment for knee osteoarthritis
Chen, Kun-Hui, Chen, Po-Chao, Liu, Kai-Chun, Chan, Chia-Tai
Published in Sensors (Basel, Switzerland) (12.02.2015)
Published in Sensors (Basel, Switzerland) (12.02.2015)
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Journal Article
Multi-Sensor Fusion Approach for Improving Map-Based Indoor Pedestrian Localization
Huang, Hsiang-Yun, Hsieh, Chia-Yeh, Liu, Kai-Chun, Cheng, Hui-Chun, Hsu, Steen J, Chan, Chia-Tai
Published in Sensors (Basel, Switzerland) (31.08.2019)
Published in Sensors (Basel, Switzerland) (31.08.2019)
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Journal Article
SRECG: ECG Signal Super-Resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification
Chen, Tsai-Min, Tsai, Yuan-Hong, Tseng, Huan-Hsin, Liu, Kai-Chun, Chen, Jhih-Yu, Huang, Chih-Han, Li, Guo-Yuan, Shen, Chun-Yen, Tsao, Yu
Published in IEEE transactions on consumer electronics (01.08.2023)
Published in IEEE transactions on consumer electronics (01.08.2023)
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Journal Article
Detection of Otitis Media With Effusion Using In-Ear Microphones and Machine Learning
Ting, Kuan-Chung, Wang, Syu-Siang, Li, You-Jin, Huang, Chii-Yuan, Tu, Tzong-Yang, Shih, Chun-Che, Liu, Kai-Chun, Tsao, Yu
Published in IEEE sensors journal (15.11.2023)
Published in IEEE sensors journal (15.11.2023)
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Journal Article
Drinking Event Detection and Episode Identification Using 3D-Printed Smart Cup
Liu, Kai-Chun, Hsieh, Chia-Yeh, Huang, Hsiang-Yun, Chiu, Li-Tzu, Hsu, Steen Jun-Ping, Chan, Chia-Tai
Published in IEEE sensors journal (15.11.2020)
Published in IEEE sensors journal (15.11.2020)
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Journal Article
Automatic Functional Shoulder Task Identification and Sub-task Segmentation Using Wearable Inertial Measurement Units for Frozen Shoulder Assessment
Chang, Chih-Ya, Hsieh, Chia-Yeh, Huang, Hsiang-Yun, Wu, Yung-Tsan, Chen, Liang-Cheng, Chan, Chia-Tai, Liu, Kai-Chun
Published in Sensors (Basel, Switzerland) (26.12.2020)
Published in Sensors (Basel, Switzerland) (26.12.2020)
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Journal Article
Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems
Liu, Kai-Chun, Hung, Kuo-Hsuan, Hsieh, Chia-Yeh, Huang, Hsiang-Yun, Chan, Chia-Tai, Tsao, Yu
Published in IEEE transactions on cognitive and developmental systems (01.09.2022)
Published in IEEE transactions on cognitive and developmental systems (01.09.2022)
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Journal Article
Inertial Measurement Unit-Based Romberg Test for Assessing Adults With Vestibular Hypofunction
Ting, Kuan-Chung, Lin, Yu-Chieh, Chan, Chia-Tai, Tu, Tzong-Yang, Shih, Chun-Che, Liu, Kai-Chun, Tsao, Yu
Published in IEEE journal of translational engineering in health and medicine (01.01.2024)
Published in IEEE journal of translational engineering in health and medicine (01.01.2024)
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Journal Article
ECG Artifact Removal from Single-Channel Surface EMG Using Fully Convolutional Networks
Wang, Kuan-Chen, Liu, Kai-Chun, Peng, Sheng-Yu, Tsao, Yu
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Prefallkd: Pre-Impact Fall Detection Via CNN-ViT Knowledge Distillation
Chi, Tin-Han, Liu, Kai-Chun, Hsieh, Chia-Yeh, Tsao, Yu, Chan, Chia-Tai
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding