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
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
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
An Analysis of Fluid Intake Assessment Approaches for Fluid Intake Monitoring System
Hsieh, Chia-Yeh, Huang, Hsiang-Yun, Chan, Chia-Tai, Chiu, Li-Tzu
Published in Biosensors (Basel) (01.01.2024)
Published in Biosensors (Basel) (01.01.2024)
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Journal Article
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
Wearable-based Frozen Shoulder Rehabilitation Exercise Recognition using Machine Learning Approaches
Liu, Chien-Pin, Lai, Chih-Chun, Liu, Kai-Chun, Hsieh, Chia-Yeh, Chan, Chia-Tai
Published in 2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (14.06.2023)
Published in 2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (14.06.2023)
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Conference Proceeding
Deep Learning-based Fall Detection Algorithm Using Ensemble Model of Coarse-fine CNN and GRU Networks
Liu, Chien-Pin, Li, Ju-Hsuan, Chu, En-Ping, Hsieh, Chia-Yeh, Liu, Kai-Chun, Chan, Chia-Tai, Tsao, Yu
Published in 2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (14.06.2023)
Published in 2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (14.06.2023)
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Conference Proceeding
Multi-Task Learning U-Net for Functional Shoulder Sub-Task Segmentation
Chu, En-Ping, Liu, Kai-Chun, Hsieh, Chia-Yeh, Chang, Chih-Ya, Tsao, Yu, Chan, Chia-Tai
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
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Conference Proceeding
Journal Article
Wearable sensor-based activity recognition for housekeeping task
Kai-Chun Liu, Chien-Yi Yen, Li-Han Chang, Chia-Yeh Hsieh, Chia-Tai Chan
Published in 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (01.05.2017)
Published in 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (01.05.2017)
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Conference Proceeding