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Cheng-Yu Liu · SciRah

Researcher profile · Semantic Scholar

Cheng-Yu Liu

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Cheng-Yu Liu — researcher profile on SciRah

h-index: 43
Works: 236
Citations: 8,836

Most-cited papers

An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
Emadeldeen Eldele, Zheng-Hua Chen, Cheng-Yu Liu, Min Wu +3 more
2021IEEE transactions on neural systems and rehabilitation engineering594 citations Open access
Semantic Scholar
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020
E. P. Perez Alday, An-Nie Gu, Amit J. Shah, Chad Robichaux +10 more
2020Computers in cardiology551 citations Open access
Semantic Scholar
An Explainable Artificial Intelligence Predictor for Early Detection of Sepsis
Meicheng Yang, Cheng-Yu Liu, Xingyao Wang, Yuwen Li +3 more
2020Critical Care Medicine96 citations
Semantic Scholar
Atrial Fibrillation Detection Using Feedforward Neural Network
Yun-Fan Chen, Chong Zhang, Cheng-Yu Liu, Yiming Wang +1 more
202165 citations Open access
Semantic Scholar
Remote health diagnosis and monitoring in the time of COVID-19
J. Behar, Cheng-Yu Liu, Kevin Kotzen, K. Tsutsui +12 more
2020Physiological Measurement65 citations Open access
Semantic Scholar
Multi-Label Classification of Arrhythmia for Long-Term Electrocardiogram Signals With Feature Learning
Yuwen Li, Zhimin Zhang, Fan Zhou, Yan-Tao Xing +2 more
2021IEEE Transactions on Instrumentation and Measurement60 citations
Semantic Scholar
Recurrence Plot-Based Approach for Cardiac Arrhythmia Classification Using Inception-ResNet-v2
Hua Zhang, Cheng-Yu Liu, Zhimin Zhang, Y. Xing +5 more
2021Frontiers in Physiology57 citations Open access
Semantic Scholar
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection
Xiangyu Zhang, Jian-Qing Li, Zhi-Peng Cai, Li Zhang +2 more
2021Medical and Biological Engineering and Computing55 citations Open access
Semantic Scholar
Integration of Results From Convolutional Neural Network in a Support Vector Machine for the Detection of Atrial Fibrillation
Cai-Yun Ma, Shoushui Wei, Tong-Shuai Chen, Jingquan Zhong +2 more
2021IEEE Transactions on Instrumentation and Measurement54 citations
Semantic Scholar
Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech
Yan Zhao, Zhenlin Liang, Jing Du, Li Zhang +2 more
2021Frontiers in Neurorobotics47 citations Open access
Semantic Scholar
Wearable Fetal ECG Monitoring System from Abdominal Electrocardiography Recording
Yuwei Zhang, Aihua Gu, Zhi-Jun Xiao, Yan-Tao Xing +3 more
2022Biosensors45 citations Open access
Semantic Scholar
Convolutional squeeze-and-excitation network for ECG arrhythmia detection
Rong-Jun Ge, Teng-Fei Shen, Ying Zhou, Cheng-Yu Liu +5 more
2021Artif. Intell. Medicine45 citations
Semantic Scholar
An Open-Access Database for the Evaluation of Cardio-Mechanical Signals From Patients With Valvular Heart Diseases
Chen-Xi Yang, Foli Fan, Nicole D. Aranoff, P. Green +3 more
2021Frontiers in Physiology44 citations Open access
Semantic Scholar
SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition
Hongxiang Gao, Min Wu, Zheng-Hua Chen, Yuwen Li +4 more
2022Neural Networks43 citations
Semantic Scholar
An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection
Zhi-Peng Cai, Cheng-Yu Liu, Hongxiang Gao, Xingyao Wang +4 more
2020J. Medical Imaging Health Informatics43 citations
Semantic Scholar
Wearable Electrocardiogram Quality Assessment Using Wavelet Scattering and LSTM
Fei-Fei Liu, Sheng-Xiang Xia, Shoushui Wei, Lei Chen +5 more
2022Frontiers in Physiology42 citations Open access
Semantic Scholar
Transfer Learning Models for Detecting Six Categories of Phonocardiogram Recordings
Miao Wang, Binbin Guo, Yating Hu, Zehang Zhao +2 more
2022Journal of Cardiovascular Development and Disease36 citations Open access
Semantic Scholar
Temporal-Framing Adaptive Network for Heart Sound Segmentation Without Prior Knowledge of State Duration
Xingyao Wang, Cheng-Yu Liu, Yuwen Li, Xianghong Cheng +2 more
2020IEEE Transactions on Biomedical Engineering32 citations Open access
Semantic Scholar
Entropy Analysis of Heart Rate Variability in Different Sleep Stages
Chang Yan, Peng Li, Meicheng Yang, Yang Li +3 more
2022Entropy28 citations Open access
Semantic Scholar
Sources of automatic office blood pressure measurement error: a systematic review
Jian Liu, Yu-Min Li, Jian-Qing Li, Ding-Chang Zheng +1 more
2022Physiological Measurement26 citations Open access
Semantic Scholar
AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection
Chao Chen, B. D. da Silva, Chen-Xi Yang, Cai-Yun Ma +2 more
2023IEEE Transactions on Biomedical Circuits and Systems25 citations
Semantic Scholar
Design and evaluation of an autonomic nerve monitoring system based on skin sympathetic nerve activity
Yan-Tao Xing, Yi-Ke Zhang, Chen-Xi Yang, Jian-Qing Li +8 more
2022Biomedical Signal Processing and Control24 citations
Semantic Scholar
Deep Learning-Based Signal Quality Assessment for Wearable ECGs
X. Zhang, Jian-Qing Li, Zhi-Peng Cai, Li-Na Zhao +1 more
2022IEEE Instrumentation & Measurement Magazine24 citations
Semantic Scholar
Sleep staging based on single-channel EEG and EOG with Tiny U-Net
Jingyi Lu, Chang Yan, Jian-Qing Li, Cheng-Yu Liu
2023Comput. Biol. Medicine23 citations
Semantic Scholar
Label decoupling strategy for 12-lead ECG classification
Shuo Zhang, Yuwen Li, Xingyao Wang, Hongxiang Gao +2 more
2023Knowledge-Based Systems22 citations
Semantic Scholar
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning
Hongxiang Gao, Xingyao Wang, Zheng-Hua Chen, Min Wu +2 more
2023IEEE journal of biomedical and health informatics21 citations Open access
Semantic Scholar
Non-Contact Electrocardiograms Acquisition Method Based on Capacitive Coupling
Zhi-Jun Xiao, Yan-Tao Xing, Chen-Xi Yang, Jian-Qing Li +1 more
2022IEEE Instrumentation & Measurement Magazine21 citations
Semantic Scholar
Atrial Fibrillation Monitoring Based on Noncontact Capacitive ECG Using an Integrated Microhumidity Fabric Electrode-Sheet Sensing Scheme
Zhi-Jun Xiao, Cai-Yun Ma, Yan-Tao Xing, Chen-Xi Yang +3 more
2023IEEE Transactions on Instrumentation and Measurement19 citations
Semantic Scholar
Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model
Yating Hu, T. Feng, Miao Wang, Cheng-Yu Liu +1 more
2023Journal of Personalized Medicine19 citations Open access
Semantic Scholar
Feature Engineering and Computational Intelligence in ECG Monitoring
Cheng-Yu Liu, Jian-Qing Li
202019 citations
Semantic Scholar
An Artifact-Resistant Feature SKNAER for Quantifying the Burst of Skin Sympathetic Nerve Activity Signal
Yan-Tao Xing, Yi-Ke Zhang, Zhi-Jun Xiao, Chen-Xi Yang +6 more
2022Biosensors17 citations Open access
Semantic Scholar
Dynamics of Cardiac Autonomic Responses During Hemodialysis Measured by Heart Rate Variability and Skin Sympathetic Nerve Activity: The Impact of Interdialytic Weight Gain
Yi-Ke Zhang, Jing Wang, Yan-Tao Xing, C. Cui +6 more
2022Frontiers in Physiology17 citations Open access
Semantic Scholar
Influence of Ectopic Beats on Heart Rate Variability Analysis
Li-Na Zhao, Peng Li, Jian-Qing Li, Cheng-Yu Liu
2021Entropy17 citations Open access
Semantic Scholar
Robust PVC Identification by Fusing Expert System and Deep Learning
Zhi-Peng Cai, Tiantian Wang, Yumin Shen, Yan-Tao Xing +3 more
2022Biosensors16 citations Open access
Semantic Scholar
Rule-based rough-refined two-step-procedure for real-time premature beat detection in single-lead ECG
Zhi-Peng Cai, Jian-Qing Li, A. Johnson, Xiangyu Zhang +3 more
2020Physiological Measurement16 citations
Semantic Scholar
Atrial fibrillation classification based on the 2D representation of minimal subset ECG and a non-deep neural network
Hua Zhang, Cheng-Yu Liu, Fangfang Tang, Mingyan Li +7 more
2023Frontiers in Physiology15 citations Open access
Semantic Scholar
A Multistep Paroxysmal Atrial Fibrillation Scanning Strategy in Long-Term ECGs
Cai-Yun Ma, Cheng-Yu Liu, Xingyao Wang, Yuwen Li +3 more
2022IEEE Transactions on Instrumentation and Measurement15 citations
Semantic Scholar
Action Recognition of Lower Limbs Based on Surface Electromyography Weighted Feature Method
Jia-Shuai Wang, Dian-Guo Cao, Jin-Qiang Wang, Cheng-Yu Liu
2021Italian National Conference on Sensors15 citations Open access
Semantic Scholar
An Open-Access Arrhythmia Database of Wearable Electrocardiogram
Qin Shen, Hongxiang Gao, Yuwen Li, Qi Sun +3 more
2020Journal of Medical and Biological Engineering15 citations Open access
Semantic Scholar
Frontal Alpha Complexity of Different Severity Depression Patients
Lu-Lu Zhao, Li-Cai Yang, Baimin Li, Zhonghua Su +1 more
2020Journal of Healthcare Engineering15 citations Open access
Semantic Scholar
Effect of Cotton Fabric Moisture Regain and Thickness on Signal Quality of Noncontact Capacitive Coupling ECG
Zhi-Jun Xiao, Yan-Tao Xing, Yu-Min Li, Chen-Xi Yang +2 more
2022IEEE Transactions on Instrumentation and Measurement14 citations
Semantic Scholar
An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration *
Chao Chen, Cai-Yun Ma, Yan-Tao Xing, Zinan Li +5 more
2021Annual International Conference of the IEEE Engineering in Medicine and Biology Society14 citations
Semantic Scholar
Cardiac Arrhythmia classification based on 3D recurrence plot analysis and deep learning
Hua Zhang, Cheng-Yu Liu, Fangfang Tang, Mingyan Li +7 more
2022Frontiers in Physiology13 citations Open access
Semantic Scholar
Evaluation of Fast Sample Entropy Algorithms on FPGAs: From Performance to Energy Efficiency
Chao Chen, B. D. da Silva, Ruiqi Chen, Shun Li +2 more
2022Entropy13 citations Open access
Semantic Scholar
Decreased sample entropy during sleep-to-wake transition in sleep apnea patients
Xueyu Liang, Jinle Xiong, Zheng-Tao Cao, Xingyao Wang +2 more
2021Physiological Measurement13 citations
Semantic Scholar
Remote health monitoring in the time of COVID-19
J. Behar, Cheng-Yu Liu, K. Tsutsui, V. Corino +11 more
2020arXiv.org13 citations
Semantic Scholar
An Overview of Signal Quality Indices on Dynamic ECG Signal Quality Assessment
Fei-Fei Liu, Shoushui Wei, Fei Lin, Xin-Ge Jiang +1 more
202013 citations
Semantic Scholar
Tensor approximate entropy: An entropy measure for sleep scoring
Yuwen Li, H. Fujita, Jian-Qing Li, Cheng-Yu Liu +1 more
2022Knowledge-Based Systems12 citations
Semantic Scholar
Frontal Alpha EEG Asymmetry Variation of Depression Patients Assessed by Entropy Measures and Lemple–Ziv Complexity
Lu-Lu Zhao, Li-Cai Yang, Baimin Li, Zhonghua Su +1 more
2021Journal of Medical and Biological Engineering12 citations
Semantic Scholar
An integrated framework for evaluation on typical ECG-derived respiration waveform extraction and respiration
Kejun Dong, Li Zhao, Zhi-Peng Cai, Yuwen Li +2 more
2021Comput. Biol. Medicine11 citations
Semantic Scholar

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