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ORCIDChengyu Liu 0001
Person information
- affiliation: Southeast University, School of Instrument Science and Engineering, Nanjing, China
- affiliation (2015 - 2017): Emory University, Department of Biomedical Informatics, Atlanta, GA, USA
- affiliation (2013 - 2014): Newcastle University, Newcastle Upon Tyne, UK
- affiliation (PhD 2010): Shandong University, Institute of Biomedical Engineering, School of Control Science and Engineering, Jinan, China
Other persons with the same name
- Chengyu Liu — disambiguation page
- Chengyu Liu 0002
![[0000-0003-0701-5064]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-0701-5064")
— University of Helsinki, Faculty of Medicine, Finland - Chengyu Liu 0003 — Wuhan University of Science and Technology, China
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2020 – today
- 2024
[j99]Meicheng Yang, Songqiao Liu, Tong Hao, Caiyun Ma, Hui Chen, Yuwen Li, Changde Wu, Jianfeng Xie, Haibo Qiu, Jianqing Li, Yi Yang, Chengyu Liu:
Development and validation of a deep interpretable network for continuous acute kidney injury prediction in critically ill patients. Artif. Intell. Medicine 149: 102785 (2024)- [j98]Zhongyu Wang, Caiyun Ma, Shuo Zhang, Yuwen Li, Lina Zhao, Jianqing Li, Chengyu Liu:
Improving ECG signal quality assessment through swin-transformer-based generative adversarial network. Biomed. Signal Process. Control. 98: 106723 (2024) - [j97]Meicheng Yang, Zheng Peng, Carola van Pul, Peter Andriessen, Kejun Dong, Demi Silvertand, Jianqing Li, Chengyu Liu, Xi Long:
Continuous prediction and clinical alarm management of late-onset sepsis in preterm infants using vital signs from a patient monitor. Comput. Methods Programs Biomed. 255: 108335 (2024) - [j96]Shuo Zhang, Jianqing Li, Hamido Fujita, Yu-Wen Li, Deng-Bao Wang, Tingting Zhu, Min-Ling Zhang, Chengyu Liu:
Student Loss: Towards the Probability Assumption in Inaccurate Supervision. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4460-4475 (2024) - [j95]Zhijun Xiao, Chenxi Yang, Yumin Li, Yantao Xing, Caiyun Ma, Yuwei Zhang, Xi Long, Jianqing Li, Chengyu Liu:
Human Eye Activity Monitoring Using Continuous Wave Doppler Radar: A Feasibility Study. IEEE Trans. Biomed. Circuits Syst. 18(2): 322-333 (2024) - [j94]Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu:
A Review on Atrial Fibrillation Detection From Ambulatory ECG. IEEE Trans. Biomed. Eng. 71(3): 876-892 (2024) - [j93]Zhipeng Cai, Caiyun Ma, Jianqing Li, Chengyu Liu:
Hybrid Amplitude Ordinal Partition Networks for ECG Morphology Discrimination: An Application to PVC Recognition. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j92]Shuze Han, Caiyun Ma, Zhongyu Wang, Yutong Hou, Jianqing Li, Chengyu Liu:
Online Co-Learning Strategy Based on Multibranch Multiscale Network for 12-Lead ECG Classification. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j91]Qian Li, Xingyao Wang, Hongxiang Gao, Rongjun Ge, Jianqing Li, Chengyu Liu:
An Attribute-Decoupled Model for Onset Identification of Atrial Fibrillation in Single-Lead Electrocardiograms. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j90]Caiyun Ma, Xi Long, Weijie Sheng, Rik Vullings, Meicheng Yang, Lina Zhao, Ronald M. Aarts, Jianqing Li, Chengyu Liu:
An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j89]Yumin Shen, Zhipeng Cai, Li Zhang, Bor-Shyh Lin, Jianqing Li, Chengyu Liu:
Efficient Premature Ventricular Contraction Detection Based on Network Dynamics Features. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j88]Yuguang Zhao, Lina Zhao, Zhijun Xiao, Jianqing Li, Chengyu Liu:
Enhancing Electrocardiogram Identity Recognition Using Convolutional Neural Networks With a Multisimilarity Loss Model. IEEE Trans. Instrum. Meas. 73: 1-8 (2024) - [j87]Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu:
Graph Convolutional Network With Connectivity Uncertainty for EEG-Based Emotion Recognition. IEEE J. Biomed. Health Informatics 28(10): 5917-5928 (2024) - [j86]Zhao Li, Chengyu Liu, Lijuan Zhang, Kang G. Shin, Jia Liu, Zheng Yan, Riku Jäntti:
Exploiting Interference With an Intelligent Reflecting Surface to Enhance Data Transmission. IEEE Trans. Wirel. Commun. 23(8): 9776-9792 (2024) - [c51]Shuo Zhang, Yuwen Li, Zhongyu Wang, Jianqing Li, Chengyu Liu:
Learning with Noisy Labels Using Hyperspherical Margin Weighting. AAAI 2024: 16848-16856 - [c50]Zhao Li, Chengyu Liu, Lijuan Zhang, Zheng Yan, Jia Liu, Riku Jäntti, Zhixian Chang:
IRS Empowered Interference Utilization for Efficient Data Transmission. ICC 2024: 379-384 - 2023
- [j85]Jingyi Lu, Chang Yan, Jianqing Li, Chengyu Liu:
Sleep staging based on single-channel EEG and EOG with Tiny U-Net. Comput. Biol. Medicine 163: 107127 (2023) - [j84]Yantao Xing, Hongyi Cheng, Chenxi Yang, Zhijun Xiao, Chang Yan, FeiFei Chen, Jiayi Li, Yike Zhang, Chang Cui, Jianqing Li, Chengyu Liu:
Evaluation of skin sympathetic nervous activity for classification of intracerebral hemorrhage and outcome prediction. Comput. Biol. Medicine 166: 107397 (2023) - [j83]Li Zhang, Chee Peng Lim, Chengyu Liu:
Enhanced bare-bones particle swarm optimization based evolving deep neural networks. Expert Syst. Appl. 230: 120642 (2023) - [j82]Chenglin Niu, Dagang Guo, Marcus Eng Hock Ong, Zhixiong Koh, Guerry Alexiane Laure Marie-Alix, Andrew Fu Wah Ho, Zhiping Lin, Chengyu Liu, Gari D. Clifford, Nan Liu:
HRnV-Calc: A Software for Heart Rate n-Variability and Heart Rate Variability Analysis. J. Open Source Softw. 8(87): 5391 (2023) - [j81]Shuo Zhang, Yuwen Li, Xingyao Wang, Hongxiang Gao, Jianqing Li, Chengyu Liu:
Label decoupling strategy for 12-lead ECG classification. Knowl. Based Syst. 263: 110298 (2023) - [j80]Hongxiang Gao, Min Wu, Zhenghua Chen, Yuwen Li, Xingyao Wang, Shan An, Jianqing Li, Chengyu Liu:
SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition. Neural Networks 158: 228-238 (2023) - [j79]Yang Li, Jianqing Li, Chang Yan, Kejun Dong, Zhiyu Kang, Hongxing Zhang, Chengyu Liu:
Sleep Quality Evaluation Based on Single-Lead Wearable Cardiac Cycle Acquisition Device. Sensors 23(1): 328 (2023) - [j78]Chao Chen, Bruno da Silva, Chenxi Yang, Caiyun Ma, Jianqing Li, Chengyu Liu:
AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection. IEEE Trans. Biomed. Circuits Syst. 17(6): 1371-1386 (2023) - [j77]Kejun Dong, Li Zhao, Cairong Zou, Zhipeng Cai, Chang Yan, Yang Li, Jianqing Li, Chengyu Liu:
A Novel ECG-Derived Respiration Method Combining Frequency-Domain Feature and Interacting Multiple Model Smoother. IEEE Trans. Biomed. Eng. 70(3): 888-898 (2023) - [j76]Wei-Ting Chang, Bor-Shing Lin, Yung-Lin Chen, Heng-Yin Chen, Chengyu Liu, Yi-Ting Hwang, Bor-Shyh Lin:
Design of Smart Clothing With Automatic Cardiovascular Diseases Detection. IEEE Trans. Hum. Mach. Syst. 53(5): 905-914 (2023) - [j75]Chao Chen, Chengyu Liu, Jianqing Li, Bruno da Silva:
Acceleration of Bucket-Assisted Fast Sample Entropy for Biomedical Signal Analysis. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j74]Zhijun Xiao, Caiyun Ma, Yantao Xing, Chenxi Yang, Menglong Hao, Jianqing Li, Chengyu Liu:
Atrial Fibrillation Monitoring Based on Noncontact Capacitive ECG Using an Integrated Microhumidity Fabric Electrode-Sheet Sensing Scheme. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j73]Xingyao Wang, Yuwen Li, Hongxiang Gao, Xianghong Cheng, Jianqing Li, Chengyu Liu:
A Causal Intervention Scheme for Semantic Segmentation of Quasi-Periodic Cardiovascular Signals. IEEE J. Biomed. Health Informatics 27(7): 3175-3186 (2023) - [j72]Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Jianqing Li, Chengyu Liu:
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. IEEE J. Biomed. Health Informatics 27(11): 5225-5236 (2023) - [c49]Zhaoyang Cong, Minghui Zhao, Li Ling, Feifei Chen, Lukai Pang, Keming Cao, Jianqing Li, Chengyu Liu:
A Temporal-Spectral Based Single-lead Electroencephalogram Feature Fusion Network may Provide Potential Clinical Biomarker for Cardiac Arrest. CinC 2023: 1-4 - [c48]Caiyun Ma, Zhongyu Wang, Lina Zhao, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu:
Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring. CinC 2023: 1-4 - [c47]Zhongyu Wang, Caiyun Ma, Shuo Zhang, Yuwei Zhang, Jianqing Li, Chengyu Liu:
Lightweight Arrhythmia Detection Based on Momentum Contrast Learning. CinC 2023: 1-4 - [c46]Hua Zhang, Chengyu Liu, Fangfang Tang, Mingyan Li, Ling Xia, Stuart Crozier, Wenlong Xu, Feng Liu:
AF automatic classification based on different time-delay values of the recurrence plot. EMBC 2023: 1-4 - [c45]Lijuan Zhang, Zhao Li, Jia Liu, Chengyu Liu, Xiujuan Liang:
AmBC-Aided Interference Sensing and Estimation. WF-IoT 2023: 1-6 - [i7]Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Jianqing Li, Chengyu Liu:
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. CoRR abs/2304.04646 (2023) - [i6]Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu:
Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition. CoRR abs/2310.14165 (2023) - 2022
- [j71]Yantao Xing, Yike Zhang, Chenxi Yang, Jianqing Li, Yuwen Li, Chang Cui, Jiayi Li, Hongyi Cheng, Yin Fang, Cheng Cai, Minglong Chen, Chengyu Liu:
Design and evaluation of an autonomic nerve monitoring system based on skin sympathetic nerve activity. Biomed. Signal Process. Control. 76: 103681 (2022) - [j70]Zhao Li, Bigui Zhang, Chengyu Liu, Zhixian Chang, Kang G. Shin, Zheng Yan:
Framed Fidelity MAC: Losslessly packing multi-user transmissions in a virtual point-to-point framework. Comput. Networks 219: 109425 (2022) - [j69]Chang Yan, Peng Li, Meicheng Yang, Yang Li, Jianqing Li, Hongxing Zhang, Chengyu Liu:
Entropy Analysis of Heart Rate Variability in Different Sleep Stages. Entropy 24(3): 379 (2022) - [j68]Chao Chen, Bruno da Silva, Ruiqi Chen, Shun Li, Jianqing Li, Chengyu Liu:
Evaluation of Fast Sample Entropy Algorithms on FPGAs: From Performance to Energy Efficiency. Entropy 24(9): 1177 (2022) - [j67]Zhijun Xiao, Yantao Xing, Chenxi Yang, Jianqing Li, Chengyu Liu:
Non-Contact Electrocardiograms Acquisition Method Based on Capacitive Coupling. IEEE Instrum. Meas. Mag. 25(2): 53-61 (2022) - [j66]Xiangyu Zhang, Jianqing Li, Zhipeng Cai, Li Zhao, Chengyu Liu:
Deep Learning-Based Signal Quality Assessment for Wearable ECGs. IEEE Instrum. Meas. Mag. 25(5): 41-52 (2022) - [j65]Yuwen Li, Hamido Fujita, Jianqing Li, Chengyu Liu, Zhimin Zhang:
Tensor approximate entropy: An entropy measure for sleep scoring. Knowl. Based Syst. 245: 108503 (2022) - [j64]Caiyun Ma, Chengyu Liu, Xingyao Wang, Yuwen Li, Shoushui Wei, Bor-Shyh Lin, Jianqing Li:
A Multistep Paroxysmal Atrial Fibrillation Scanning Strategy in Long-Term ECGs. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j63]Zhijun Xiao, Yantao Xing, Yumin Li, Chenxi Yang, Jianqing Li, Chengyu Liu:
Effect of Cotton Fabric Moisture Regain and Thickness on Signal Quality of Noncontact Capacitive Coupling ECG. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [c44]Kejun Dong, Li Zhao, Cairong Zou, Jianqing Li, Chengyu Liu:
Cardiopulmonary Analysis of Sleep Apnea Based on Weighted Limited Penetrable Visibility Graph. CinC 2022: 1-4 - [c43]Yang Li, Jianqing Li, Zhengtao Cao, Chengyu Liu:
Effect of Oxygen Concentration Reduction on Photoplethysmographic Waveform Characteristics. CinC 2022: 1-4 - [c42]Qian Li, Xingyao Wang, Chenxi Yang, Jianqing Li, Chengyu Liu:
Adaptive Electrocardiogram Enhancement in Strong Noise Environment. CinC 2022: 1-4 - [c41]Caiyun Ma, Zhongyu Wang, Meicheng Yang, Jianqing Li, Chengyu Liu:
Decision Tree-based Model for Signal Quality Scanning in Wearable ECG. CinC 2022: 1-4 - [c40]Yumin Shen, Na Zhao, Zhipeng Cai, Chengyu Liu, Jianqing Li:
N2091S Mutation in L-type Calcium Channel Promotes Action Potential Alternans in M Cells of Human Ventricle: A Simulation Study. CinC 2022: 1-4 - [c39]Xingyao Wang, Foli Fan, Hongxiang Gao, Shuo Zhang, Chenxi Yang, Jianqing Li, Chengyu Liu:
Beat-wise Uncertainty Learning for Murmur Detection in Heart Sounds. CinC 2022: 1-4 - [c38]Meicheng Yang, Runfa Li, Tong Hao, Caiyun Ma, Jianqing Li, Chengyu Liu:
Raising High-Risk Awareness in Hemodynamic Treatment with Reinforcement Learning for Septic Shock Patients. CinC 2022: 1-4 - [c37]Chao Chen, Bruno da Silva, Jianqing Li, Chengyu Liu:
Acceleration of Fast Sample Entropy Towards Biomedical Applications on FPGAs. FPT 2022: 1-4 - [i5]Xingyao Wang, Yuwen Li, Hongxiang Gao, Xianghong Cheng, Jianqing Li, Chengyu Liu:
A Causal Intervention Scheme for Semantic Segmentation of Quasi-periodic Cardiovascular Signals. CoRR abs/2209.09018 (2022) - 2021
- [j62]Rongjun Ge, Tengfei Shen, Ying Zhou, Chengyu Liu, Libo Zhang, Benqiang Yang, Ying Yan, Jean-Louis Coatrieux, Yang Chen:
Convolutional squeeze-and-excitation network for ECG arrhythmia detection. Artif. Intell. Medicine 121: 102181 (2021) - [j61]Kejun Dong, Li Zhao, Zhipeng Cai, Yuwen Li, Jianqing Li, Chengyu Liu:
An integrated framework for evaluation on typical ECG-derived respiration waveform extraction and respiration. Comput. Biol. Medicine 135: 104593 (2021) - [j60]Lina Zhao, Peng Li, Jianqing Li, Chengyu Liu:
Influence of Ectopic Beats on Heart Rate Variability Analysis. Entropy 23(6): 648 (2021) - [j59]Lina Zhao, Jianqing Li, Xiangkui Wan, Shoushui Wei, Chengyu Liu:
Determination of Parameters for an Entropy-Based Atrial Fibrillation Detector. Entropy 23(9): 1199 (2021) - [j58]Yan Zhao, Zhenlin Liang, Jing Du, Li Zhang, Chengyu Liu, Li Zhao:
Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech. Frontiers Neurorobotics 15: 684037 (2021) - [j57]Yan Zhao, Yue Xie, Ruiyu Liang, Li Zhang, Li Zhao, Chengyu Liu:
Detecting Depression from Speech through an Attentive LSTM Network. IEICE Trans. Inf. Syst. 104-D(11): 2019-2023 (2021) - [j56]Xiangyu Zhang, Jianqing Li, Zhipeng Cai, Li Zhang, Zhenghua Chen, Chengyu Liu:
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection. Medical Biol. Eng. Comput. 59(7-8): 165-173 (2021) - [j55]Jiashuai Wang, Dianguo Cao, Jinqiang Wang, Chengyu Liu:
Action Recognition of Lower Limbs Based on Surface Electromyography Weighted Feature Method. Sensors 21(18): 6147 (2021) - [j54]Xingyao Wang, Chengyu Liu, Yuwen Li, Xianghong Cheng, Jianqing Li, Gari D. Clifford:
Temporal-Framing Adaptive Network for Heart Sound Segmentation Without Prior Knowledge of State Duration. IEEE Trans. Biomed. Eng. 68(2): 650-663 (2021) - [j53]Yuwen Li, Zhimin Zhang, Fan Zhou, Yantao Xing, Jianqing Li, Chengyu Liu:
Multi-Label Classification of Arrhythmia for Long-Term Electrocardiogram Signals With Feature Learning. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j52]Caiyun Ma, Shoushui Wei, Tongshuai Chen, Jingquan Zhong, Zhenhua Liu, Chengyu Liu:
Integration of Results From Convolutional Neural Network in a Support Vector Machine for the Detection of Atrial Fibrillation. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j51]Zhenghua Chen, Min Wu, Wei Cui, Chengyu Liu, Xiaoli Li:
An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors. IEEE J. Biomed. Health Informatics 25(9): 3270-3277 (2021) - [c36]Chang Yan, Peng Li, Yang Li, Jianqing Li, Chengyu Liu:
Analysis of Heart Rate Asymmetry During Sleep Stages. CECNet 2021: 731-736 - [c35]Jian Liu, Alan Murray, Jianqing Li, Chengyu Liu:
Influence of Finger Movement on the Stability of the Oscillometric Pulse Waveform for Blood Pressure Measurement. CinC 2021: 1-4 - [c34]Chao Chen, Caiyun Ma, Yantao Xing, Zinan Li, Hongxiang Gao, Xiangyu Zhang, Chenxi Yang, Chengyu Liu, Jianqin Li:
An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration *. EMBC 2021: 1423-1426 - [c33]Hongxiang Gao, Shan An, Jianqing Li, Chengyu Liu:
Deep Balanced Learning for Long-tailed Facial Expressions Recognition. ICRA 2021: 11147-11153 - [i4]Chenglin Niu, Dagang Guo, Marcus Eng Hock Ong, Zhixiong Koh, Andrew Fu Wah Ho, Zhiping Lin, Chengyu Liu, Gari D. Clifford, Nan Liu:
HRnV-Calc: A software package for heart rate n-variability and heart rate variability analysis. CoRR abs/2111.09649 (2021) - 2020
- [j50]Lina Zhao, Jianqing Li, Jinle Xiong, Xueyu Liang, Chengyu Liu:
Suppressing the Influence of Ectopic Beats by Applying a Physical Threshold-Based Sample Entropy. Entropy 22(4): 411 (2020) - [j49]Jinle Xiong, Xueyu Liang, Lina Zhao, Benny Lo, Jianqing Li, Chengyu Liu:
Improving Accuracy of Heart Failure Detection Using Data Refinement. Entropy 22(5): 520 (2020) - [j48]Yong Xue, Jun Yang, Yutao Feng, Yubin Zhou, Yufei Qin, Yang Li, Yuwen Li, Qiushi Ren, Chengyu Liu, Zhengtao Cao:
Effects of Mindful Breathing on Rapid Hypoxia Preacclimatization Training. J. Medical Imaging Health Informatics 10(3): 718-723 (2020) - [j47]Binhua Wang, Xiao Ma, Yifei Wang, Wei Dong, Chengyu Liu, Yongyi Bai, Suyan Bian, Jun Ying, Xin Hu, Shanshan Wan, Wanguo Xue, Yaping Tian, Cheng Zhong, Yang Zhang, Kunlun He, Jiayue Li:
In-Hospital Mortality Prediction for Heart Failure Patients Using Electronic Health Records and an Improved Bagging Algorithm. J. Medical Imaging Health Informatics 10(5): 998-1004 (2020) - [j46]Zhipeng Cai, Chengyu Liu, Hongxiang Gao, Xingyao Wang, Lina Zhao, Qin Shen, E. Y. K. Ng, Jianqing Li:
An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection. J. Medical Imaging Health Informatics 10(11): 2663-2667 (2020) - [j45]Zhipeng Cai, Chengyu Liu, Hongxiang Gao, Xingyao Wang, Lina Zhao, Qin Shen, E. Y. K. Ng, Jianqing Li:
An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection. J. Medical Imaging Health Informatics 10(11): 2663-2667 (2020) - [c32]Matthew A. Reyna, Erick Andres Perez-Alday, Annie Gu, Chengyu Liu, Salman Seyedi, Ali Bahrami Rad, Andoni Elola, Qiao Li, Ashish Sharma, Gari D. Clifford:
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. CinC 2020: 1-4 - [c31]Dongrui Wu, Chenfeng Guo, Feifei Liu, Chengyu Liu:
Active Stacking for Heart Rate Estimation. IJCNN 2020: 1-8 - [i3]Xingyao Wang, Chengyu Liu, Yuwen Li, Xianghong Cheng, Jianqing Li, Gari D. Clifford:
Temporal-Framing Adaptive Network for Heart Sound Segmentation without Prior Knowledge of State Duration. CoRR abs/2005.04426 (2020) - [i2]Joachim A. Behar, Chengyu Liu, Kenta Tsutsui, Valentina D. A. Corino, Janmajay Singh, Marco A. F. Pimentel, Walter Karlen, Philip Warrick, Sebastian Zaunseder, Fernando Andreotti, Maxim Osipov, Patrick E. McSharry, Kevin Kotzen, Chandan K. Karmakar, Gari D. Clifford:
Remote health monitoring in the time of COVID-19. CoRR abs/2005.08537 (2020)
2010 – 2019
- 2019
- [j44]Lina Zhao, Chengyu Liu, Shoushui Wei, Changchun Liu, Jianqing Li:
Enhancing Detection Accuracy for Clinical Heart Failure Utilizing Pulse Transit Time Variability and Machine Learning. IEEE Access 7: 17716-17724 (2019) - [j43]Baiyang Hu, Shoushui Wei, Dingwen Wei, Lina Zhao, Guohun Zhu, Chengyu Liu:
Multiple Time Scales Analysis for Identifying Congestive Heart Failure Based on Heart Rate Variability. IEEE Access 7: 17862-17871 (2019) - [j42]Qin Qin, Jianqing Li, Shanshan Yao, Chengyu Liu, He Huang, Yong Zhu:
Electrocardiogram of a Silver Nanowire Based Dry Electrode: Quantitative Comparison With the Standard Ag/AgCl Gel Electrode. IEEE Access 7: 20789-20800 (2019) - [j41]Zhongyao Zhao, Chengyu Liu, Yaowei Li, Yixuan Li, Jingyu Wang, Bor-Shyh Lin, Jianqing Li:
Noise Rejection for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Networks. IEEE Access 7: 34060-34067 (2019) - [j40]Zhipeng Cai, Jianqing Li, Kan Luo, Bor-Shyh Lin, Zhigang Wang, Xiangyu Zhang, Chengyu Liu:
Effects of Inferior Myocardial Infarction Sizes and Sites on Simulated Electrocardiograms Based on a Torso-Heart Model. IEEE Access 7: 35470-35479 (2019) - [j39]Yuwen Li, Weitong Chen, Deyin Liu, Zhimin Zhang, Shunxiang Wu, Chengyu Liu:
IFFLC: An Integrated Framework of Feature Learning and Classification for Multiple Diagnosis Codes Assignment. IEEE Access 7: 36810-36818 (2019) - [j38]Zhimin Zhang, Xinwen Liu, Shoushui Wei, Hongping Gan, Feifei Liu, Yuwen Li, Chengyu Liu, Feng Liu:
Electrocardiogram Reconstruction Based on Compressed Sensing. IEEE Access 7: 37228-37237 (2019) - [j37]Yuting Xie, Jianqing Li, Tingting Zhu, Chengyu Liu:
Continuous-Valued Annotations Aggregation for Heart Rate Detection. IEEE Access 7: 37664-37671 (2019) - [j36]Bor-Shing Lin, Po-Yu Yang, Ching-Feng Liu, Yi-Chia Huang, Chengyu Liu, Bor-Shyh Lin:
Design of Novel Field Programmable Gate Array-Based Hearing Aid. IEEE Access 7: 63809-63817 (2019) - [j35]Hailun Xie, Li Zhang, Chee Peng Lim, Yonghong Yu, Chengyu Liu, Han Liu, Julie Walters:
Improving K-means clustering with enhanced Firefly Algorithms. Appl. Soft Comput. 84 (2019) - [j34]Haixia Shang, Shoushui Wei, Feifei Liu, Dingwen Wei, Lei Chen, Chengyu Liu:
An Improved Sliding Window Area Method for T Wave Detection. Comput. Math. Methods Medicine 2019: 3130527:1-3130527:11 (2019) - [j33]Jinle Xiong, Xueyu Liang, Tingting Zhu, Lina Zhao, Jianqing Li, Chengyu Liu:
A New Physically Meaningful Threshold of Sample Entropy for Detecting Cardiovascular Diseases. Entropy 21(9): 830 (2019) - [j32]Zhaohui Qu, Qianwen Liu, Chengyu Liu:
Classification of congestive heart failure with different New York Heart Association functional classes based on heart rate variability indices and machine learning. Expert Syst. J. Knowl. Eng. 36(3) (2019) - [j31]Chengyu Liu, Xiangyu Zhang, Lina Zhao, Feifei Liu, Xingwen Chen, Yingjia Yao, Jianqing Li:
Signal Quality Assessment and Lightweight QRS Detection for Wearable ECG SmartVest System. IEEE Internet Things J. 6(2): 1363-1374 (2019) - [j30]Xinge Jiang, Shoushui Wei, Shouqin Zhang, Lina Zhao, Feifei Liu, Hong Tang, Zhiqiang He, Chengyu Liu:
Comparison of Photoplethysmographic Signal Features Between Healthy and Sleep Apnea Patients During Five Sleep Stages. J. Medical Imaging Health Informatics 9(1): 63-69 (2019) - [j29]Hongxiang Gao, Chengyu Liu, Xingyao Wang, Lina Zhao, Qin Shen, E. Y. K. Ng, Jianqing Li:
An Open-Access ECG Database for Algorithm Evaluation of QRS Detection and Heart Rate Estimation. J. Medical Imaging Health Informatics 9(9): 1853-1858 (2019) - [j28]Yang Li, Peng Li, Xinpei Wang, Chandan K. Karmakar, Changchun Liu, Chengyu Liu:
Short-term QT interval variability in patients with coronary artery disease and congestive heart failure: a comparison with healthy control subjects. Medical Biol. Eng. Comput. 57(2): 389-400 (2019) - [j27]Bor-Shing Lin, Ching-Feng Liu, Chih-Jen Cheng, Jhi-Joung Wang, Chengyu Liu, Jianqing Li, Bor-Shyh Lin:
Development of Novel Hearing Aids by Using Image Recognition Technology. IEEE J. Biomed. Health Informatics 23(3): 1163-1170 (2019) - [c30]Zhimin Zhang, Weitong Chen, Chengyu Liu, Yun Kang, Feng Liu, Yuwen Li, Shoushui Wei:
Robust Feature Selection Based on Fuzzy Rough Sets with Representative Sample. ADMA 2019: 151-165 - [c29]Zhipeng Cai, Jianqing Li, Xiangyu Zhang, Qin Shen, Alan Murray, Chengyu Liu:
How Accurate are ECG Parameters from Wearable Single-lead ECG System for 24-hours Monitoring. CinC 2019: 1-4 - [c28]Ying Li, Fan Zhou, Lina Zhao, Xiangyu Zhang, Jianqing Li, Chengyu Liu:
Anti-Interference Ability Analysis for Common Atrial Fibrillation Features. CinC 2019: 1-4 - [c27]Alan Murray, Dingchang Zheng, Chengyu Liu, David Graham, Jeff Neasham, Adrian Cossor, Clive Griffiths:
Variability in Blood Pressure Measurements from Recorded Auscultation Sounds. CinC 2019: 1-4 - [c26]Jinle Xiong, Xueyu Liang, Chengyu Liu:
A New Entropy-Based Heart Failure Detector. CinC 2019: 1-4 - [c25]Hao Yang, Maolin Huang, Zhipeng Cai, Yingjia Yao, Chengyu Liu:
A Faster R CNN-Based Real-Time QRS Detector. CinC 2019: 1-4 - [c24]Zhongyao Zhao, Xingyao Wang, Zhipeng Cai, Jianqing Li, Chengyu Liu:
PVC Recognition for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Network. CinC 2019: 1-4 - [i1]Dongrui Wu, Feifei Liu, Chengyu Liu:
Active Stacking for Heart Rate Estimation. CoRR abs/1903.10862 (2019) - 2018
- [j26]Yaowei Li, Yao Zhang, Lina Zhao, Yang Zhang, Chengyu Liu, Li Zhang, Liuxin Zhang, Zhensheng Li, Binhua Wang, Eyk Ng, Jianqing Li, Zhiqiang He:
Combining Convolutional Neural Network and Distance Distribution Matrix for Identification of Congestive Heart Failure. IEEE Access 6: 39734-39744 (2018) - [j25]Feifei Liu, Chengyu Liu, Lina Zhao, Xinge Jiang, Zhimin Zhang, Jianqing Li, Shoushui Wei, Yuan Zhang:
Dynamic ECG Signal Quality Evaluation Based on the Generalized bSQI Index. IEEE Access 6: 41892-41902 (2018) - [j24]Yatao Zhang, Chengyu Liu, Shoushui Wei, Yungang Liu, Hai Liu:
Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy. IEEE Access 6: 67653-67664 (2018) - [j23]Yan Wang, Shoushui Wei, Shuai Zhang, Yatao Zhang, Lina Zhao, Chengyu Liu, Alan Murray:
Comparison of time-domain, frequency-domain and non-linear analysis for distinguishing congestive heart failure patients from normal sinus rhythm subjects. Biomed. Signal Process. Control. 42: 30-36 (2018) - [j22]Xianglin Chi, Min Li, Xia Zhan, Honghao Man, Shunliang Xu, Dingchang Zheng, Jianzhong Bi, Yingcui Wang, Chengyu Liu:
Relationship between carotid artery sclerosis and blood pressure variability in essential hypertension patients. Comput. Biol. Medicine 92: 73-77 (2018) - [j21]Yirong Xia, Licai Yang, Luciano Zunino, Hongyu Shi, Yuan Zhuang, Chengyu Liu:
Application of Permutation Entropy and Permutation Min-Entropy in Multiple Emotional States Analysis of RRI Time Series. Entropy 20(3): 148 (2018) - [j20]Lina Zhao, Chengyu Liu, Shoushui Wei, Qin Shen, Fan Zhou, Jianqing Li:
A New Entropy-Based Atrial Fibrillation Detection Method for Scanning Wearable ECG Recordings. Entropy 20(12): 904 (2018) - [j19]Diptangshu Pandit, Li Zhang, Samiran Chattopadhyay, Chee Peng Lim, Chengyu Liu:
A scattering and repulsive swarm intelligence algorithm for solving global optimization problems. Knowl. Based Syst. 156: 12-42 (2018) - [c23]Camilo E. Valderrama, Faezeh Marzbanrad, Lisa Stroux, Boris Martinez, Rachel Hall-Clifford, Chengyu Liu, Nasim Katebi, Peter Rohloff, Gari D. Clifford:
Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings. COMPASS 2018: 2:1-2:11 - 2017
- [j18]Diptangshu Pandit, Li Zhang, Chengyu Liu, Samiran Chattopadhyay, Nauman Aslam, Chee Peng Lim:
A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm. Comput. Methods Programs Biomed. 144: 61-75 (2017) - [j17]Chengyu Liu, Rui Gao:
Multiscale Entropy Analysis of the Differential RR Interval Time Series Signal and Its Application in Detecting Congestive Heart Failure. Entropy 19(6): 251 (2017) - [j16]Fan Pan, Peiyu He, Chengyu Liu, Taiyong Li, Alan Murray, Dingchang Zheng:
Variation of the Korotkoff Stethoscope Sounds During Blood Pressure Measurement: Analysis Using a Convolutional Neural Network. IEEE J. Biomed. Health Informatics 21(6): 1593-1598 (2017) - [c22]Gari D. Clifford, Chengyu Liu, Benjamin Moody, Li-Wei H. Lehman, Ikaro Silva, Qiao Li, Alistair E. W. Johnson, Roger G. Mark:
AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017. CinC 2017 - [c21]Chengyu Liu, Qiao Li, Pradyumna B. Suresha, Gari D. Clifford:
Combining Multi-source Features and Support Vector Machine for Heart Rhythm Classification. CinC 2017 - [c20]Yirong Xia, Licai Yang, Hongyu Shi, Yuan Zhuang, Chengyu Liu:
Changes of Permutation Pattern Entropy and Ordinal Pattern Entropy During Three Emotion States: Natural, Happiness and Sadness. CinC 2017 - [c19]Lina Zhao, Shoushui Wei, Hong Tang, Chengyu Liu:
Coupling Analysis for Systolic, Diastolic and RR Interval Time Series Using Multivariable Fuzzy Measure Entropy. CinC 2017 - 2016
- [j15]Yatao Zhang, Shoushui Wei, Hai Liu, Lina Zhao, Chengyu Liu:
A novel encoding Lempel-Ziv complexity algorithm for quantifying the irregularity of physiological time series. Comput. Methods Programs Biomed. 133: 7-15 (2016) - [j14]Lizhen Ji, Peng Li, Chengyu Liu, Xinpei Wang, Jing Yang, Changchun Liu:
Measuring Electromechanical Coupling in Patients with Coronary Artery Disease and Healthy Subjects. Entropy 18(4): 153 (2016) - [j13]Guang Zhang, Chengyu Liu, Lizhen Ji, Jing Yang, Changchun Liu:
Effect of a Percutaneous Coronary Intervention Procedure on Heart Rate Variability and Pulse Transit Time Variability: A Comparison Study Based on Fuzzy Measure Entropy. Entropy 18(7): 246 (2016) - [j12]Lina Zhao, Shoushui Wei, Hong Tang, Chengyu Liu:
Multivariable Fuzzy Measure Entropy Analysis for Heart Rate Variability and Heart Sound Amplitude Variability. Entropy 18(12): 430 (2016) - [j11]Peng Li, Ke Li, Chengyu Liu, Dingchang Zheng, Zong-Ming Li, Changchun Liu:
Detection of Coupling in Short Physiological Series by a Joint Distribution Entropy Method. IEEE Trans. Biomed. Eng. 63(11): 2231-2242 (2016) - [c18]Chengyu Liu, Qiao Li, Gari D. Clifford:
Evaluation of the Accuracy and Noise Response of an Open-source Pulse Onset Detection Algorithm on Pulsatile Waveform Databases. CinC 2016 - [c17]Gari D. Clifford, Chengyu Liu, David B. Springer, Benjamin Moody, Qiao Li, Ricardo C. Abad, José Millet, Ikaro Silva, Alistair E. W. Johnson, Roger G. Mark:
Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016. CinC 2016 - [c16]Xinpei Wang, Yuanyang Li, Chengyu Liu, Changchun Liu, Lizhen Ji, Haibin Zeng:
Changes in Amplitude Characteristics of Heart Sound Signals during External-cuff-inflation Procedure: A Pilot Study. CinC 2016 - [c15]Zhimin Zhang, Shoushui Wei, Dingwen Wei, Liping Li, Feng Liu, Chengyu Liu:
Comparison of Four Recovery Algorithms Used in Compressed Sensing for ECG Signal Processing. CinC 2016 - [c14]Yatao Zhang, Shoushui Wei, Li Zhang, Chengyu Liu:
A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine. ICNC-FSKD 2016: 966-971 - 2015
- [j10]Chengyu Liu, Chengqiu Zhang, Li Zhang, Lina Zhao, Changchun Liu, Hongjun Wang:
Measuring synchronization in coupled simulation and coupled cardiovascular time series: A comparison of different cross entropy measures. Biomed. Signal Process. Control. 21: 49-57 (2015) - [j9]Lina Zhao, Shoushui Wei, Chengqiu Zhang, Yatao Zhang, Xinge Jiang, Feng Liu, Chengyu Liu:
Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects. Entropy 17(9): 6270-6288 (2015) - [j8]Yatao Zhang, Shoushui Wei, Yutao Long, Chengyu Liu:
Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. J. Electr. Comput. Eng. 2015: 563915:1-563915:9 (2015) - [j7]Peng Li, Chengyu Liu, Ke Li, Dingchang Zheng, Changchun Liu, Yinglong Hou:
Assessing the complexity of short-term heartbeat interval series by distribution entropy. Medical Biol. Eng. Comput. 53(1): 77-87 (2015) - [c13]Dingchang Zheng, Chengyu Liu, John N. Amoore, Stephan Mieke, Alan Murray:
Need for Re-validation of Automated Blood Pressure Devices for Use in Unstable Conditions. CinC 2015: 17-20 - [c12]Peng Li, Chandan K. Karmakar, Chengyu Liu, Changchun Liu:
Analysing Effect of Heart Rate and Age on Radial Artery Pressure Derived Systolic and Diastolic Durations in Healthy Adults. CinC 2015: 381-384 - [c11]Chengyu Liu, Lina Zhao, Hong Tang:
Reduction of False Alarms in Intensive Care Unit using Multi-feature Fusion Method. CinC 2015: 741-744 - [c10]Chengyu Liu, Dingchang Zheng, Clive Griffiths, Alan Murray:
Comparison of Repeatability of Blood Pressure Measurements between Oscillometric and Auscultatory Methods. CinC 2015: 1073-1076 - 2014
- [j6]Yatao Zhang, Chengyu Liu, Shoushui Wei, Chang-zhi Wei, Feifei Liu:
ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix. J. Zhejiang Univ. Sci. C 15(7): 564-573 (2014) - [j5]Peng Li, Chengyu Liu, Xinpei Wang, Dingchang Zheng, Yuanyang Li, Changchun Liu:
A low-complexity data-adaptive approach for premature ventricular contraction recognition. Signal Image Video Process. 8(1): 111-120 (2014) - [c9]Peng Li, Lizhen Ji, Chang Yan, Ke Li, Chengyu Liu, Changchun Liu:
Coupling between Short-Term Heart Rate and Diastolic Period is Reduced in Heart Failure Patients as Indicated by Multivariate Entropy Analysis. CinC 2014: 97-100 - [c8]Chengyu Liu, Dingchang Zheng, Lina Zhao, Peng Li, Changchun Liu, Alan Murray:
Analysis of Cardiovascular Time Series using Multivariate Sample Entropy: A Comparison between Normal and Congestive Heart Failure Subjects. CinC 2014: 237-240 - [c7]Dingchang Zheng, Chengyu Liu, John N. Amoore, Stephan Mieke, Alan Murray:
Validation of a Blood Pressure Simulator that Regenerates Oscillometric Cuff Pressure Waveforms. CinC 2014: 841-844 - [c6]Chengyu Liu, Dingchang Zheng, Clive Griffiths, Alan Murray:
Oscillometric Waveform Difference between Cuff Inflation and Deflation during Blood Pressure Measurement. CinC 2014: 849-852 - 2013
- [j4]Chengyu Liu, Dingchang Zheng, Alan Murray, Changchun Liu:
Modeling carotid and radial artery pulse pressure waveforms by curve fitting with Gaussian functions. Biomed. Signal Process. Control. 8(5): 449-454 (2013) - [j3]Chengyu Liu, Ke Li, Lina Zhao, Feng Liu, Dingchang Zheng, Changchun Liu, Shutang Liu:
Analysis of heart rate variability using fuzzy measure entropy. Comput. Biol. Medicine 43(2): 100-108 (2013) - [j2]Peng Li, Chengyu Liu, Xinpei Wang, Liping Li, Lei Yang, Yongcai Chen, Changchun Liu:
Testing pattern synchronization in coupled systems through different entropy-based measures. Medical Biol. Eng. Comput. 51(5): 581-591 (2013) - [j1]Peng Li, Chengyu Liu, Xinpei Wang, Liping Li, Lei Yang, Yongcai Chen, Changchun Liu:
Erratum to: Testing pattern synchronization in coupled systems through different entropy-based measures. Medical Biol. Eng. Comput. 51(7): 837 (2013) - [c5]Chengyu Liu, Peng Li:
Systematic Methods for Fetal Electrocardiographic Analysis: Determing the Fetal Heart Rate, RR Interval and QT Interval. CinC 2013: 309-312 - [c4]Chengyu Liu, Dingchang Zheng, Peng Li, Lina Zhao, Changchun Liu, Alan Murray:
Is Cross-sample Entropy a Valid Measure of Synchronization between the Sequences of RR Interval and Pulse Transit Time? CinC 2013: 939-942 - [c3]Peng Li, Chengyu Liu, Xin Sun, Yongai Ren, Chang Yan, Zhonghan Yu, Changchun Liu:
Age Related Changes in Variability of Short-Term Heart Rate and Diastolic Period. CinC 2013: 995-998 - 2011
- [c2]Xiuhua Ruan, Changchun Liu, Chengyu Liu, Xinpei Wang, Peng Li:
Automatic detection of atrial fibrillation using R-R interval signal. BMEI 2011: 644-647
2000 – 2009
- 2009
- [c1]Liping Li, Changchun Liu, Chengyu Liu, Qingguang Zhang, Bin Li:
Physiological Signal Variability Analysis Based on the Largest Lyapunov Exponent. BMEI 2009: 1-5
Coauthor Index
[j99] [j98] [j97] [j96] [j95] [j94] [j93] [j92] [j91] [j90] [j89] [j88] [j87] [c51] [j85] [j84] [j81] [j80] [j79] [j78] [j77] [j75] [j74] [j73] [j72] [c49] [c48] [c47] [i7] [i6] [j71] [j69] [j68] [j67] [j66] [j65] [j64] [j63] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [i5] [j61] [j60] [j59] [j56] [j54] [j53] [c36] [c35] [c33] [j50] [j49] [j46] [j45] [i3] [j44] [j42] [j41] [j40] [j37] [j33] [j31] [j29] [j27] [c29] [c28] [c24] [j26] [j25] [j20]
Yuwen Li
aka: Yu-Wen Li
aka: Yu-Wen Li
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