Publications by authors named "Shing-Hong Liu"

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Diagnosis of cardiac conditions from 12-lead electrocardiogram through natural language supervision.
Xue Zhou, Tianhui Li, Hiromasa Hayama, Keijiro Nakamura, Shing-Hong Liu

NPJ Digit Med· November 2025

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Editorial: Unconscious monitoring of physiological information for behavioral changes in daily life: advances in sensor technology and data analysis.
Toshiyo Tamura, Wenxi Chen, Kazuki Nakajima, Shing-Hong Liu

Front Digit Health· October 2025

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Hybrid CNN-LSTM Model for Evaluating Heart Rate Variability from Pulse-to-Pulse Intervals.
Alok Kumar Sharma, Shing-Hong Liu, Jia-Jung Wang, Tan-Hsu Tan, Feng-Li Lin

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Estimating gait parameters from sEMG signals using machine learning techniques under different power capacity of muscle.
Shing-Hong Liu, Alok Kumar Sharma, Bo-Yan Wu, Xin Zhu, Chun-Ju Chang

Sci Rep· April 2025

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Using machine learning models for cuffless blood pressure estimation with ballistocardiogram and impedance plethysmogram.
Shing-Hong Liu, Yao Sun, Bo-Yan Wu, Wenxi Chen, Xin Zhu

Front Digit Health· February 2025

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Using a Bodily Weight-Fat Scale for Cuffless Blood Pressure Measurement Based on the Edge Computing System.
Shing-Hong Liu, Bo-Yan Wu, Xin Zhu, Chiun-Li Chin

Sensors (Basel)· December 2024

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Enhancing Situational Awareness with VAS-Compass Net for the Recognition of Directional Vehicle Alert Sounds.
Chiun-Li Chin, Jun-Ren Chen, Wan-Xuan Lin, Hsuan-Chiao Hung, Shang-En Chiang, Shing-Hong Liu

Sensors (Basel)· October 2024

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Prediction of Vascular Access Stenosis by Lightweight Convolutional Neural Network Using Blood Flow Sound Signals.
Jia-Jung Wang, Alok Kumar Sharma, Shing-Hong Liu, Hangliang Zhang, Wenxi Chen

Sensors (Basel)· September 2024

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Human Activity Recognition Based on Deep Learning and Micro-Doppler Radar Data.
Tan-Hsu Tan, Jia-Hong Tian, Alok Kumar Sharma, Shing-Hong Liu, Yung-Fa Huang

Sensors (Basel)· April 2024

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Estimation of Gait Parameters for Adults with Surface Electromyogram Based on Machine Learning Models.
Shing-Hong Liu, Chi-En Ting, Jia-Jung Wang, Chun-Ju Chang, Wenxi Chen

Sensors (Basel)· January 2024

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A Wearable Assistant Device for the Hearing Impaired to Recognize Emergency Vehicle Sirens with Edge Computing.
Chiun-Li Chin, Chia-Chun Lin, Jing-Wen Wang, Wei-Cheng Chin, Yu-Hsiang Chen, Shing-Hong Liu

Sensors (Basel)· August 2023

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Signal Quality Analysis of Single-Arm Electrocardiography.
Jia-Jung Wang, Shing-Hong Liu, Cheng-Hsien Tsai, Ioannis Manousakas, Xin Zhu

Sensors (Basel)· June 2023

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Using a Hybrid Neural Network and a Regularized Extreme Learning Machine for Human Activity Recognition with Smartphone and Smartwatch.
Tan-Hsu Tan, Jyun-Yu Shih, Shing-Hong Liu, Mohammad Alkhaleefah, Yang-Lang Chang

Sensors (Basel)· March 2023

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Using Ballistocardiogram and Impedance Plethysmogram for Minimal Contact Measurement of Blood Pressure Based on a Body Weight-Fat Scale.
Shing-Hong Liu, Yan-Rong Wu, Wenxi Chen, Chun-Hung Su, Chiun-Li Chin

Sensors (Basel)· February 2023

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Estimation of Left Ventricular Ejection Fraction Using Cardiovascular Hemodynamic Parameters and Pulse Morphological Characteristics with Machine Learning Algorithms.
Shing-Hong Liu, Zhi-Kai Yang, Kuo-Li Pan, Xin Zhu, Wenxi Chen

Nutrients· September 2022

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Cuffless and Touchless Measurement of Blood Pressure from Ballistocardiogram Based on a Body Weight Scale.
Shing-Hong Liu, Bing-Hao Zhang, Wenxi Chen, Chun-Hung Su, Chiun-Li Chin

Nutrients· June 2022

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Muscle Mass Measurement Using Machine Learning Algorithms with Electrical Impedance Myography.
Kuo-Sheng Cheng, Ya-Ling Su, Li-Chieh Kuo, Tai-Hua Yang, Chia-Lin Lee, Shing-Hong Liu

Sensors (Basel)· April 2022

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An Examination System to Detect Deep Vein Thrombosis of a Lower Limb Using Light Reflection Rheography.
Shing-Hong Liu, Jia-Jung Wang, Wenxi Chen, Kuo-Li Pan, Chun-Hung Su

Sensors (Basel)· April 2021

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Using Direct Acyclic Graphs to Enhance Skeleton-Based Action Recognition with a Linear-Map Convolution Neural Network.
Tan-Hsu Tan, Jin-Hao Hus, Shing-Hong Liu, Yung-Fa Huang, Munkhjargal Gochoo

Sensors (Basel)· April 2021

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Noninvasive Measurement of Time-Varying Arterial Wall Elastance Using a Single-Frequency Vibration Approach.
Jia-Jung Wang, Shing-Hong Liu, Wei-Kung Tseng, Wenxi Chen

Sensors (Basel)· November 2020

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Organ Contouring for Lung Cancer Patients with a Seed Generation Scheme and Random Walks.
Da-Chuan Cheng, Jen-Hong Chi, Shih-Neng Yang, Shing-Hong Liu

Sensors (Basel)· August 2020

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A Portable and Wireless Multi-Channel Acquisition System for Physiological Signal Measurements.
Shing-Hong Liu, Jia-Jung Wang, Tan-Hsu Tan

Sensors (Basel)· December 2019

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Wireless Patrol Sign-In System with Mental Fatigue Detection.
Kang-Ming Chang, Hao-Chen Xu, Congo Tak-Shing Ching, Shing-Hong Liu

J Healthc Eng· November 2019

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An EMG Patch for the Real-Time Monitoring of Muscle-Fatigue Conditions During Exercise.
Shing-Hong Liu, Chuan-Bi Lin, Ying Chen, Wenxi Chen, Tai-Shen Huang

Sensors (Basel)· July 2019

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ECG Noise Cancellation Based on Grey Spectral Noise Estimation.
Shing-Hong Liu, Cheng-Hsiung Hsieh, Wenxi Chen, Tan-Hsu Tan

Sensors (Basel)· February 2019

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