Physiological Signal Variability Analysis Based on the Largest Lyapunov Exponent. - Liping Li; Changchun Liu; Chengyu Liu 001; Qingguang Zhang; Bin Li 023 (BMEI, 2009)

Automatic detection of atrial fibrillation using R-R interval signal. - Xiuhua Ruan; Changchun Liu; Chengyu Liu 001; Xinpei Wang; Peng Li 002 (BMEI, 2011)

Systematic Methods for Fetal Electrocardiographic Analysis: Determing the Fetal Heart Rate, RR Interval and QT Interval. - Chengyu Liu 001; Peng Li 002 (CinC, 2013)

Is Cross-sample Entropy a Valid Measure of Synchronization between the Sequences of RR Interval and Pulse Transit Time? - Chengyu Liu 001; Dingchang Zheng; Peng Li 002; Lina Zhao; Changchun Liu; Alan Murray (CinC, 2013)

Age Related Changes in Variability of Short-Term Heart Rate and Diastolic Period. - Peng Li 002; Chengyu Liu 001; Xin Sun; Yongai Ren; Chang Yan; Zhonghan Yu; Changchun Liu (CinC, 2013)

Modeling carotid and radial artery pulse pressure waveforms by curve fitting with Gaussian functions. - Chengyu Liu 001; Dingchang Zheng; Alan Murray; Changchun Liu (Biomed. Signal Process. Control., 2013)

Analysis of heart rate variability using fuzzy measure entropy. - Chengyu Liu 001; Ke Li 002; Lina Zhao; Feng Liu 005; Dingchang Zheng; Changchun Liu; Shutang Liu (Comput. Biol. Medicine, 2013)

Testing pattern synchronization in coupled systems through different entropy-based measures. - Peng Li 002; Chengyu Liu 001; Xinpei Wang; Liping Li; Lei Yang; Yongcai Chen; Changchun Liu (Medical Biol. Eng. Comput., 2013)

Erratum to: Testing pattern synchronization in coupled systems through different entropy-based measures. - Peng Li 002; Chengyu Liu 001; Xinpei Wang; Liping Li; Lei Yang; Yongcai Chen; Changchun Liu (Medical Biol. Eng. Comput., 2013)

Oscillometric Waveform Difference between Cuff Inflation and Deflation during Blood Pressure Measurement. - Chengyu Liu 001; Dingchang Zheng; Clive Griffiths; Alan Murray (CinC, 2014)

Analysis of Cardiovascular Time Series using Multivariate Sample Entropy: A Comparison between Normal and Congestive Heart Failure Subjects. - Chengyu Liu 001; Dingchang Zheng; Lina Zhao; Peng Li 002; Changchun Liu; Alan Murray (CinC, 2014)

Coupling between Short-Term Heart Rate and Diastolic Period is Reduced in Heart Failure Patients as Indicated by Multivariate Entropy Analysis. - Peng Li 002; Lizhen Ji; Chang Yan; Ke Li 002; Chengyu Liu 001; Changchun Liu (CinC, 2014)

Validation of a Blood Pressure Simulator that Regenerates Oscillometric Cuff Pressure Waveforms. - Dingchang Zheng; Chengyu Liu 001; John N. Amoore; Stephan Mieke; Alan Murray (CinC, 2014)

ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix. - Yatao Zhang; Chengyu Liu 001; Shoushui Wei; Chang-zhi Wei; Feifei Liu (J. Zhejiang Univ. Sci. C, 2014)

A low-complexity data-adaptive approach for premature ventricular contraction recognition. - Peng Li 002; Chengyu Liu 001; Xinpei Wang; Dingchang Zheng; Yuanyang Li; Changchun Liu (Signal Image Video Process., 2014)

Reduction of False Alarms in Intensive Care Unit using Multi-feature Fusion Method. - Chengyu Liu 001; Lina Zhao; Hong Tang 001 (CinC, 2015)

Comparison of Repeatability of Blood Pressure Measurements between Oscillometric and Auscultatory Methods. - Chengyu Liu 001; Dingchang Zheng; Clive Griffiths; Alan Murray (CinC, 2015)

Analysing Effect of Heart Rate and Age on Radial Artery Pressure Derived Systolic and Diastolic Durations in Healthy Adults. - Peng Li 002; Chandan K. Karmakar; Chengyu Liu 001; Changchun Liu (CinC, 2015)

Need for Re-validation of Automated Blood Pressure Devices for Use in Unstable Conditions. - Dingchang Zheng; Chengyu Liu 001; John N. Amoore; Stephan Mieke; Alan Murray (CinC, 2015)

Measuring synchronization in coupled simulation and coupled cardiovascular time series: A comparison of different cross entropy measures. - Chengyu Liu 001; Chengqiu Zhang; Li Zhang 013; Lina Zhao; Changchun Liu; Hongjun Wang 004 (Biomed. Signal Process. Control., 2015)

Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects. - Lina Zhao; Shoushui Wei; Chengqiu Zhang; Yatao Zhang; Xinge Jiang; Feng Liu 005; Chengyu Liu 001 (Entropy, 2015)

Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. - Yatao Zhang; Shoushui Wei; Yutao Long; Chengyu Liu 001 (J. Electr. Comput. Eng., 2015)

Assessing the complexity of short-term heartbeat interval series by distribution entropy. - Peng Li 002; Chengyu Liu 001; Ke Li 002; Dingchang Zheng; Changchun Liu; Yinglong Hou (Medical Biol. Eng. Comput., 2015)

Evaluation of the Accuracy and Noise Response of an Open-source Pulse Onset Detection Algorithm on Pulsatile Waveform Databases. - Chengyu Liu 001; Qiao Li 011; Gari D. Clifford (CinC, 2016)

Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016. - Gari D. Clifford; Chengyu Liu 001; David B. Springer; Benjamin Moody; Qiao Li 011; Ricardo C. Abad; José Millet; Ikaro Silva; Alistair E. W. Johnson; Roger G. Mark (CinC, 2016)

Changes in Amplitude Characteristics of Heart Sound Signals during External-cuff-inflation Procedure: A Pilot Study. - Xinpei Wang; Yuanyang Li; Chengyu Liu 001; Changchun Liu; Lizhen Ji; Haibin Zeng (CinC, 2016)

Comparison of Four Recovery Algorithms Used in Compressed Sensing for ECG Signal Processing. - Zhimin Zhang 006; Shoushui Wei; Dingwen Wei; Liping Li; Feng Liu 005; Chengyu Liu 001 (CinC, 2016)

A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine. - Yatao Zhang; Shoushui Wei; Li Zhang 013; Chengyu Liu 001 (ICNC-FSKD, 2016)

A novel encoding Lempel-Ziv complexity algorithm for quantifying the irregularity of physiological time series. - Yatao Zhang; Shoushui Wei; Hai Liu; Lina Zhao; Chengyu Liu 001 (Comput. Methods Programs Biomed., 2016)

Measuring Electromechanical Coupling in Patients with Coronary Artery Disease and Healthy Subjects. - Lizhen Ji; Peng Li 002; Chengyu Liu 001; Xinpei Wang; Jing Yang; Changchun Liu (Entropy, 2016)

Effect of a Percutaneous Coronary Intervention Procedure on Heart Rate Variability and Pulse Transit Time Variability: A Comparison Study Based on Fuzzy Measure Entropy. - Guang Zhang; Chengyu Liu 001; Lizhen Ji; Jing Yang; Changchun Liu (Entropy, 2016)

Multivariable Fuzzy Measure Entropy Analysis for Heart Rate Variability and Heart Sound Amplitude Variability. - Lina Zhao; Shoushui Wei; Hong Tang 001; Chengyu Liu 001 (Entropy, 2016)

Detection of Coupling in Short Physiological Series by a Joint Distribution Entropy Method. - Peng Li 002; Ke Li 002; Chengyu Liu 001; Dingchang Zheng; Zong-Ming Li; Changchun Liu (IEEE Trans. Biomed. Eng., 2016)

AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017. - Gari D. Clifford; Chengyu Liu 001; Benjamin Moody; Li-Wei H. Lehman; Ikaro Silva; Qiao Li 011; Alistair E. W. Johnson; Roger G. Mark (CinC, 2017)

Combining Multi-source Features and Support Vector Machine for Heart Rhythm Classification. - Chengyu Liu 001; Qiao Li 011; Pradyumna B. Suresha; Gari D. Clifford (CinC, 2017)

Changes of Permutation Pattern Entropy and Ordinal Pattern Entropy During Three Emotion States: Natural, Happiness and Sadness. - Yirong Xia; Licai Yang; Hongyu Shi; Yuan Zhuang; Chengyu Liu 001 (CinC, 2017)

Coupling Analysis for Systolic, Diastolic and RR Interval Time Series Using Multivariable Fuzzy Measure Entropy. - Lina Zhao; Shoushui Wei; Hong Tang 001; Chengyu Liu 001 (CinC, 2017)

A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm. - Diptangshu Pandit; Li Zhang 013; Chengyu Liu 001; Samiran Chattopadhyay; Nauman Aslam; Chee Peng Lim (Comput. Methods Programs Biomed., 2017)

Multiscale Entropy Analysis of the Differential RR Interval Time Series Signal and Its Application in Detecting Congestive Heart Failure. - Chengyu Liu 001; Rui Gao (Entropy, 2017)

Variation of the Korotkoff Stethoscope Sounds During Blood Pressure Measurement: Analysis Using a Convolutional Neural Network. - Fan Pan; Peiyu He; Chengyu Liu 001; Taiyong Li; Alan Murray; Dingchang Zheng (IEEE J. Biomed. Health Informatics, 2017)

Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings. - Camilo E. Valderrama; Faezeh Marzbanrad; Lisa Stroux; Boris Martinez; Rachel Hall-Clifford; Chengyu Liu 001; Nasim Katebi; Peter Rohloff; Gari D. Clifford (COMPASS, 2018)

Combining Convolutional Neural Network and Distance Distribution Matrix for Identification of Congestive Heart Failure. - Yaowei Li; Yao Zhang 010; Lina Zhao; Yang Zhang 002; Chengyu Liu 001; Li Zhang 013; Liuxin Zhang; Zhensheng Li; Binhua Wang; Eyk Ng; Jianqing Li 002; Zhiqiang He 002 (IEEE Access, 2018)

Dynamic ECG Signal Quality Evaluation Based on the Generalized bSQI Index. - Feifei Liu; Chengyu Liu 001; Lina Zhao; Xinge Jiang; Zhimin Zhang 006; Jianqing Li 002; Shoushui Wei; Yuan Zhang 007 (IEEE Access, 2018)

Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy. - Yatao Zhang; Chengyu Liu 001; Shoushui Wei; Yungang Liu; Hai Liu (IEEE Access, 2018)

Comparison of time-domain, frequency-domain and non-linear analysis for distinguishing congestive heart failure patients from normal sinus rhythm subjects. - Yan Wang; Shoushui Wei; Shuai Zhang; Yatao Zhang; Lina Zhao; Chengyu Liu 001; Alan Murray (Biomed. Signal Process. Control., 2018)

Relationship between carotid artery sclerosis and blood pressure variability in essential hypertension patients. - Xianglin Chi; Min Li; Xia Zhan; Honghao Man; Shunliang Xu; Dingchang Zheng; Jianzhong Bi; Yingcui Wang; Chengyu Liu 001 (Comput. Biol. Medicine, 2018)

Application of Permutation Entropy and Permutation Min-Entropy in Multiple Emotional States Analysis of RRI Time Series. - Yirong Xia; Licai Yang; Luciano Zunino; Hongyu Shi; Yuan Zhuang; Chengyu Liu 001 (Entropy, 2018)

A New Entropy-Based Atrial Fibrillation Detection Method for Scanning Wearable ECG Recordings. - Lina Zhao; Chengyu Liu 001; Shoushui Wei; Qin Shen; Fan Zhou; Jianqing Li 002 (Entropy, 2018)

A scattering and repulsive swarm intelligence algorithm for solving global optimization problems. - Diptangshu Pandit; Li Zhang 013; Samiran Chattopadhyay; Chee Peng Lim; Chengyu Liu 001 (Knowl. Based Syst., 2018)

Robust Feature Selection Based on Fuzzy Rough Sets with Representative Sample. - Zhimin Zhang 006; Weitong Chen 001; Chengyu Liu 001; Yun Kang; Feng Liu 005; Yuwen Li 002; Shoushui Wei (ADMA, 2019)

How Accurate are ECG Parameters from Wearable Single-lead ECG System for 24-hours Monitoring. - Zhipeng Cai 002; Jianqing Li 002; Xiangyu Zhang 008; Qin Shen; Alan Murray; Chengyu Liu 001 (CinC, 2019)

Anti-Interference Ability Analysis for Common Atrial Fibrillation Features. - Ying Li; Fan Zhou; Lina Zhao; Xiangyu Zhang 008; Jianqing Li 002; Chengyu Liu 001 (CinC, 2019)

Variability in Blood Pressure Measurements from Recorded Auscultation Sounds. - Alan Murray; Dingchang Zheng; Chengyu Liu 001; David Graham; Jeff Neasham; Adrian Cossor; Clive Griffiths (CinC, 2019)

A New Entropy-Based Heart Failure Detector. - Jinle Xiong; Xueyu Liang; Chengyu Liu 001 (CinC, 2019)

A Faster R CNN-Based Real-Time QRS Detector. - Hao Yang; Maolin Huang; Zhipeng Cai 002; Yingjia Yao; Chengyu Liu 001 (CinC, 2019)

PVC Recognition for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Network. - Zhongyao Zhao; Xingyao Wang 001; Zhipeng Cai 002; Jianqing Li 002; Chengyu Liu 001 (CinC, 2019)

Effects of Inferior Myocardial Infarction Sizes and Sites on Simulated Electrocardiograms Based on a Torso-Heart Model. - Zhipeng Cai 002; Jianqing Li 002; Kan Luo; Bor-Shyh Lin; Zhigang Wang; Xiangyu Zhang 008; Chengyu Liu 001 (IEEE Access, 2019)

Multiple Time Scales Analysis for Identifying Congestive Heart Failure Based on Heart Rate Variability. - Baiyang Hu; Shoushui Wei; Dingwen Wei; Lina Zhao; Guohun Zhu; Chengyu Liu 001 (IEEE Access, 2019)

IFFLC: An Integrated Framework of Feature Learning and Classification for Multiple Diagnosis Codes Assignment. - Yuwen Li 002; Weitong Chen 001; Deyin Liu; Zhimin Zhang 006; Shunxiang Wu; Chengyu Liu 001 (IEEE Access, 2019)

Design of Novel Field Programmable Gate Array-Based Hearing Aid. - Bor-Shing Lin; Po-Yu Yang; Ching-Feng Liu; Yi-Chia Huang; Chengyu Liu 001; Bor-Shyh Lin (IEEE Access, 2019)

Electrocardiogram of a Silver Nanowire Based Dry Electrode: Quantitative Comparison With the Standard Ag/AgCl Gel Electrode. - Qin Qin; Jianqing Li 002; Shanshan Yao; Chengyu Liu 001; He Huang 002; Yong Zhu 003 (IEEE Access, 2019)

Continuous-Valued Annotations Aggregation for Heart Rate Detection. - Yuting Xie; Jianqing Li 002; Tingting Zhu 001; Chengyu Liu 001 (IEEE Access, 2019)

Electrocardiogram Reconstruction Based on Compressed Sensing. - Zhimin Zhang 006; Xinwen Liu 003; Shoushui Wei; Hongping Gan; Feifei Liu; Yuwen Li 002; Chengyu Liu 001; Feng Liu 005 (IEEE Access, 2019)

Noise Rejection for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Networks. - Zhongyao Zhao; Chengyu Liu 001; Yaowei Li; Yixuan Li; Jingyu Wang; Bor-Shyh Lin; Jianqing Li 002 (IEEE Access, 2019)

Enhancing Detection Accuracy for Clinical Heart Failure Utilizing Pulse Transit Time Variability and Machine Learning. - Lina Zhao; Chengyu Liu 001; Shoushui Wei; Changchun Liu; Jianqing Li 002 (IEEE Access, 2019)

Improving K-means clustering with enhanced Firefly Algorithms. - Hailun Xie; Li Zhang 013; Chee Peng Lim; Yonghong Yu; Chengyu Liu 001; Han Liu 002; Julie Walters (Appl. Soft Comput., 2019)

An Improved Sliding Window Area Method for T Wave Detection. - Haixia Shang; Shoushui Wei; Feifei Liu; Dingwen Wei; Lei Chen; Chengyu Liu 001 (Comput. Math. Methods Medicine, 2019)

Active Stacking for Heart Rate Estimation. - Dongrui Wu; Feifei Liu; Chengyu Liu 001 (CoRR, 2019)

A New Physically Meaningful Threshold of Sample Entropy for Detecting Cardiovascular Diseases. - Jinle Xiong; Xueyu Liang; Tingting Zhu 001; Lina Zhao; Jianqing Li 002; Chengyu Liu 001 (Entropy, 2019)

Classification of congestive heart failure with different New York Heart Association functional classes based on heart rate variability indices and machine learning. - Zhaohui Qu; Qianwen Liu; Chengyu Liu 001 (Expert Syst. J. Knowl. Eng., 2019)

Signal Quality Assessment and Lightweight QRS Detection for Wearable ECG SmartVest System. - Chengyu Liu 001; Xiangyu Zhang 008; Lina Zhao; Feifei Liu; Xingwen Chen; Yingjia Yao; Jianqing Li 002 (IEEE Internet Things J., 2019)

An Open-Access ECG Database for Algorithm Evaluation of QRS Detection and Heart Rate Estimation. - Hongxiang Gao; Chengyu Liu 001; Xingyao Wang 001; Lina Zhao; Qin Shen; E. Y. K. Ng; Jianqing Li 002 (J. Medical Imaging Health Informatics, 2019)

Comparison of Photoplethysmographic Signal Features Between Healthy and Sleep Apnea Patients During Five Sleep Stages. - Xinge Jiang; Shoushui Wei; Shouqin Zhang; Lina Zhao; Feifei Liu; Hong Tang 001; Zhiqiang He 002; Chengyu Liu 001 (J. Medical Imaging Health Informatics, 2019)

Short-term QT interval variability in patients with coronary artery disease and congestive heart failure: a comparison with healthy control subjects. - Yang Li 111; Peng Li 002; Xinpei Wang; Chandan K. Karmakar; Changchun Liu; Chengyu Liu 001 (Medical Biol. Eng. Comput., 2019)

Development of Novel Hearing Aids by Using Image Recognition Technology. - Bor-Shing Lin; Ching-Feng Liu; Chih-Jen Cheng; Jhi-Joung Wang; Chengyu Liu 001; Jianqing Li 002; Bor-Shyh Lin (IEEE J. Biomed. Health Informatics, 2019)

Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. - Matthew A. Reyna; Erick Andres Perez-Alday; Annie Gu; Chengyu Liu 001; Salman Seyedi; Ali Bahrami Rad; Andoni Elola; Qiao Li 011; Ashish Sharma 001; Gari D. Clifford (CinC, 2020)

Active Stacking for Heart Rate Estimation. - Dongrui Wu; Chenfeng Guo; Feifei Liu; Chengyu Liu 001 (IJCNN, 2020)

Remote health monitoring in the time of COVID-19. - Joachim A. Behar; Chengyu Liu 001; 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; et al. (CoRR, 2020)

Improving Accuracy of Heart Failure Detection Using Data Refinement. - Jinle Xiong; Xueyu Liang; Lina Zhao; Benny Lo; Jianqing Li 002; Chengyu Liu 001 (Entropy, 2020)

Suppressing the Influence of Ectopic Beats by Applying a Physical Threshold-Based Sample Entropy. - Lina Zhao; Jianqing Li 002; Jinle Xiong; Xueyu Liang; Chengyu Liu 001 (Entropy, 2020)

An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection. - Zhipeng Cai 002; Chengyu Liu 001; Hongxiang Gao; Xingyao Wang 001; Lina Zhao; Qin Shen; E. Y. K. Ng; Jianqing Li 002 (J. Medical Imaging Health Informatics, 2020)

In-Hospital Mortality Prediction for Heart Failure Patients Using Electronic Health Records and an Improved Bagging Algorithm. - Binhua Wang; Xiao Ma; Yifei Wang; Wei Dong 005; Chengyu Liu 001; Yongyi Bai; Suyan Bian; Jun Ying; Xin Hu; Shanshan Wan; Wanguo Xue; Yaping Tian; et al. (J. Medical Imaging Health Informatics, 2020)

Effects of Mindful Breathing on Rapid Hypoxia Preacclimatization Training. - Yong Xue; Jun Yang; Yutao Feng; Yubin Zhou; Yufei Qin; Yang Li 111; Yuwen Li 002; Qiushi Ren; Chengyu Liu 001; Zhengtao Cao (J. Medical Imaging Health Informatics, 2020)

Analysis of Heart Rate Asymmetry During Sleep Stages. - Chang Yan; Peng Li 002; Yang Li 111; Jianqing Li 002; Chengyu Liu 001 (CECNet, 2021)

Influence of Finger Movement on the Stability of the Oscillometric Pulse Waveform for Blood Pressure Measurement. - Jian Liu; Alan Murray; Jianqing Li 002; Chengyu Liu 001 (CinC, 2021)

An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration *. - Chao Chen 042; Caiyun Ma; Yantao Xing; Zinan Li; Hongxiang Gao; Xiangyu Zhang 008; Chenxi Yang; Chengyu Liu 001; Jianqin Li (EMBC, 2021)

Deep Balanced Learning for Long-tailed Facial Expressions Recognition. - Hongxiang Gao; Shan An; Jianqing Li 002; Chengyu Liu 001 (ICRA, 2021)

Convolutional squeeze-and-excitation network for ECG arrhythmia detection. - Rongjun Ge; Tengfei Shen; Ying Zhou; Chengyu Liu 001; Libo Zhang; Benqiang Yang; Ying Yan; Jean-Louis Coatrieux; Yang Chen 008 (Artif. Intell. Medicine, 2021)

An integrated framework for evaluation on typical ECG-derived respiration waveform extraction and respiration. - Kejun Dong; Li Zhao 003; Zhipeng Cai 002; Yuwen Li 002; Jianqing Li 002; Chengyu Liu 001 (Comput. Biol. Medicine, 2021)

HRnV-Calc: A software package for heart rate n-variability and heart rate variability analysis. - Chenglin Niu; Dagang Guo; Marcus Eng Hock Ong; Zhixiong Koh; Andrew Fu Wah Ho; Zhiping Lin 001; Chengyu Liu 001; Gari D. Clifford; Nan Liu 003 (CoRR, 2021)

Influence of Ectopic Beats on Heart Rate Variability Analysis. - Lina Zhao; Peng Li 002; Jianqing Li 002; Chengyu Liu 001 (Entropy, 2021)

Determination of Parameters for an Entropy-Based Atrial Fibrillation Detector. - Lina Zhao; Jianqing Li 002; Xiangkui Wan; Shoushui Wei; Chengyu Liu 001 (Entropy, 2021)

Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech. - Yan Zhao; Zhenlin Liang; Jing Du; Li Zhang 013; Chengyu Liu 001; Li Zhao 003 (Frontiers Neurorobotics, 2021)

Detecting Depression from Speech through an Attentive LSTM Network. - Yan Zhao; Yue Xie; Ruiyu Liang; Li Zhang 013; Li Zhao 003; Chengyu Liu 001 (IEICE Trans. Inf. Syst., 2021)

Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection. - Xiangyu Zhang 008; Jianqing Li 002; Zhipeng Cai 002; Li Zhang 013; Zhenghua Chen; Chengyu Liu 001 (Medical Biol. Eng. Comput., 2021)

Action Recognition of Lower Limbs Based on Surface Electromyography Weighted Feature Method. - Jiashuai Wang; Dianguo Cao; Jinqiang Wang; Chengyu Liu 001 (Sensors, 2021)

Temporal-Framing Adaptive Network for Heart Sound Segmentation Without Prior Knowledge of State Duration. - Xingyao Wang 001; Chengyu Liu 001; Yuwen Li 002; Xianghong Cheng; Jianqing Li 002; Gari D. Clifford (IEEE Trans. Biomed. Eng., 2021)

Multi-Label Classification of Arrhythmia for Long-Term Electrocardiogram Signals With Feature Learning. - Yuwen Li 002; Zhimin Zhang 006; Fan Zhou; Yantao Xing; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2021)

Integration of Results From Convolutional Neural Network in a Support Vector Machine for the Detection of Atrial Fibrillation. - Caiyun Ma; Shoushui Wei; Tongshuai Chen; Jingquan Zhong; Zhenhua Liu; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2021)

An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors. - Zhenghua Chen; Min Wu 008; Wei Cui 002; Chengyu Liu 001; Xiaoli Li 001 (IEEE J. Biomed. Health Informatics, 2021)

Cardiopulmonary Analysis of Sleep Apnea Based on Weighted Limited Penetrable Visibility Graph. - Kejun Dong; Li Zhao 003; Cairong Zou; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

Effect of Oxygen Concentration Reduction on Photoplethysmographic Waveform Characteristics. - Yang Li 111; Jianqing Li 002; Zhengtao Cao; Chengyu Liu 001 (CinC, 2022)

Adaptive Electrocardiogram Enhancement in Strong Noise Environment. - Qian Li; Xingyao Wang 001; Chenxi Yang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

Decision Tree-based Model for Signal Quality Scanning in Wearable ECG. - Caiyun Ma; Zhongyu Wang; Meicheng Yang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

N2091S Mutation in L-type Calcium Channel Promotes Action Potential Alternans in M Cells of Human Ventricle: A Simulation Study. - Yumin Shen; Na Zhao; Zhipeng Cai 002; Chengyu Liu 001; Jianqing Li 002 (CinC, 2022)

Beat-wise Uncertainty Learning for Murmur Detection in Heart Sounds. - Xingyao Wang 001; Foli Fan; Hongxiang Gao; Shuo Zhang 030; Chenxi Yang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

Raising High-Risk Awareness in Hemodynamic Treatment with Reinforcement Learning for Septic Shock Patients. - Meicheng Yang; Runfa Li; Tong Hao; Caiyun Ma; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

Acceleration of Fast Sample Entropy Towards Biomedical Applications on FPGAs. - Chao Chen 042; Bruno da Silva 001; Jianqing Li 002; Chengyu Liu 001 (FPT, 2022)

Design and evaluation of an autonomic nerve monitoring system based on skin sympathetic nerve activity. - Yantao Xing; Yike Zhang; Chenxi Yang; Jianqing Li 002; Yuwen Li 002; Chang Cui; Jiayi Li; Hongyi Cheng; Yin Fang; Cheng Cai; Minglong Chen; Chengyu Liu 001 (Biomed. Signal Process. Control., 2022)

Framed Fidelity MAC: Losslessly packing multi-user transmissions in a virtual point-to-point framework. - Zhao Li 005; Bigui Zhang; Chengyu Liu 001; Zhixian Chang; Kang G. Shin; Zheng Yan 002 (Comput. Networks, 2022)

Evaluation of Fast Sample Entropy Algorithms on FPGAs: From Performance to Energy Efficiency. - Chao Chen 042; Bruno da Silva 001; Ruiqi Chen 001; Shun Li; Jianqing Li 002; Chengyu Liu 001 (Entropy, 2022)

Entropy Analysis of Heart Rate Variability in Different Sleep Stages. - Chang Yan; Peng Li 002; Meicheng Yang; Yang Li 111; Jianqing Li 002; Hongxing Zhang; Chengyu Liu 001 (Entropy, 2022)

Non-Contact Electrocardiograms Acquisition Method Based on Capacitive Coupling. - Zhijun Xiao; Yantao Xing; Chenxi Yang; Jianqing Li 002; Chengyu Liu 001 (IEEE Instrum. Meas. Mag., 2022)

Deep Learning-Based Signal Quality Assessment for Wearable ECGs. - Xiangyu Zhang 008; Jianqing Li 002; Zhipeng Cai 002; Li Zhao 003; Chengyu Liu 001 (IEEE Instrum. Meas. Mag., 2022)

Tensor approximate entropy: An entropy measure for sleep scoring. - Yuwen Li 002; Hamido Fujita; Jianqing Li 002; Chengyu Liu 001; Zhimin Zhang 006 (Knowl. Based Syst., 2022)

A Multistep Paroxysmal Atrial Fibrillation Scanning Strategy in Long-Term ECGs. - Caiyun Ma; Chengyu Liu 001; Xingyao Wang 001; Yuwen Li 002; Shoushui Wei; Bor-Shyh Lin; Jianqing Li 002 (IEEE Trans. Instrum. Meas., 2022)

Effect of Cotton Fabric Moisture Regain and Thickness on Signal Quality of Noncontact Capacitive Coupling ECG. - Zhijun Xiao; Yantao Xing; Yumin Li; Chenxi Yang; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2022)

A Temporal-Spectral Based Single-lead Electroencephalogram Feature Fusion Network may Provide Potential Clinical Biomarker for Cardiac Arrest. - Zhaoyang Cong; Minghui Zhao; Li Ling; Feifei Chen; Lukai Pang; Keming Cao; Jianqing Li 002; Chengyu Liu 001 (CinC, 2023)

Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring. - Caiyun Ma; Zhongyu Wang; Lina Zhao; Xi Long; Rik Vullings; Ronald M. Aarts; Jianqing Li 002; Chengyu Liu 001 (CinC, 2023)

Lightweight Arrhythmia Detection Based on Momentum Contrast Learning. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Yuwei Zhang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2023)

AF automatic classification based on different time-delay values of the recurrence plot. - Hua Zhang; Chengyu Liu 001; Fangfang Tang; Mingyan Li; Ling Xia; Stuart Crozier; Wenlong Xu; Feng Liu 005 (EMBC, 2023)

AmBC-Aided Interference Sensing and Estimation. - Lijuan Zhang; Zhao Li 005; Jia Liu 009; Chengyu Liu 001; Xiujuan Liang (WF-IoT, 2023)

Sleep Quality Evaluation Based on Single-Lead Wearable Cardiac Cycle Acquisition Device. - Yang Li 111; Jianqing Li 002; Chang Yan; Kejun Dong; Zhiyu Kang; Hongxing Zhang; Chengyu Liu 001 (Sensors, 2023)

Acceleration of Bucket-Assisted Fast Sample Entropy for Biomedical Signal Analysis. - Chao Chen 042; Chengyu Liu 001; Jianqing Li 002; Bruno da Silva 001 (IEEE Trans. Instrum. Meas., 2023)

Atrial Fibrillation Monitoring Based on Noncontact Capacitive ECG Using an Integrated Microhumidity Fabric Electrode-Sheet Sensing Scheme. - Zhijun Xiao; Caiyun Ma; Yantao Xing; Chenxi Yang; Menglong Hao; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2023)

SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition. - Hongxiang Gao; Min Wu 008; Zhenghua Chen; Yuwen Li 002; Xingyao Wang 001; Shan An; Jianqing Li 002; Chengyu Liu 001 (Neural Networks, 2023)

Label decoupling strategy for 12-lead ECG classification. - Shuo Zhang 030; Yuwen Li 002; Xingyao Wang 001; Hongxiang Gao; Jianqing Li 002; Chengyu Liu 001 (Knowl. Based Syst., 2023)

A Novel ECG-Derived Respiration Method Combining Frequency-Domain Feature and Interacting Multiple Model Smoother. - Kejun Dong; Li Zhao 003; Cairong Zou; Zhipeng Cai 002; Chang Yan; Yang Li 111; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Biomed. Eng., 2023)

HRnV-Calc: A Software for Heart Rate n-Variability and Heart Rate Variability Analysis. - Chenglin Niu; Dagang Guo; Marcus Eng Hock Ong; Zhixiong Koh; Guerry Alexiane Laure Marie-Alix; Andrew Fu Wah Ho; Zhiping Lin 001; Chengyu Liu 001; Gari D. Clifford; Nan Liu 003 (J. Open Source Softw., 2023)

A Causal Intervention Scheme for Semantic Segmentation of Quasi-Periodic Cardiovascular Signals. - Xingyao Wang 001; Yuwen Li 002; Hongxiang Gao; Xianghong Cheng; Jianqing Li 002; Chengyu Liu 001 (IEEE J. Biomed. Health Informatics, 2023)

Sleep staging based on single-channel EEG and EOG with Tiny U-Net. - Jingyi Lu; Chang Yan; Jianqing Li 002; Chengyu Liu 001 (Comput. Biol. Medicine, 2023)

Design of Smart Clothing With Automatic Cardiovascular Diseases Detection. - Wei-Ting Chang; Bor-Shing Lin; Yung-Lin Chen; Heng-Yin Chen; Chengyu Liu 001; Yi-Ting Hwang; Bor-Shyh Lin (IEEE Trans. Hum. Mach. Syst., 2023)

Evaluation of skin sympathetic nervous activity for classification of intracerebral hemorrhage and outcome prediction. - Yantao Xing; Hongyi Cheng; Chenxi Yang; Zhijun Xiao; Chang Yan; Feifei Chen; Jiayi Li; Yike Zhang; Chang Cui; Jianqing Li 002; Chengyu Liu 001 (Comput. Biol. Medicine, 2023)

Enhanced bare-bones particle swarm optimization based evolving deep neural networks. - Li Zhang 013; Chee Peng Lim; Chengyu Liu 001 (Expert Syst. Appl., 2023)

ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. - Hongxiang Gao; Xingyao Wang 001; Zhenghua Chen; Min Wu 008; Jianqing Li 002; Chengyu Liu 001 (IEEE J. Biomed. Health Informatics, 2023)

AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection. - Chao Chen 042; Bruno da Silva 001; Chenxi Yang; Caiyun Ma; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Biomed. Circuits Syst., 2023)

Learning with Noisy Labels Using Hyperspherical Margin Weighting. - Shuo Zhang 030; Yuwen Li 002; Zhongyu Wang; Jianqing Li 002; Chengyu Liu 001 (AAAI, 2024)

Portable Noninvasive and Real-time Sympathetic Nerve Activity Measurement Device: Further Validation. - Xiaohan Zang; Na Zhao; Yantao Xing; Lulu Zhao; Pufeng Wang; Chenglong Cai; Zhipeng Cai 002; Jianfeng Xie; Jianqing Li 002; Chengyu Liu 001 (CISP-BMEI, 2024)

IRS Empowered Interference Utilization for Efficient Data Transmission. - Zhao Li 005; Chengyu Liu 001; Lijuan Zhang; Zheng Yan 002; Jia Liu 009; Riku Jäntti; Zhixian Chang (ICC, 2024)

An Efficient Wrist Photoplethysmogram Quality Assessment Method Based on Wristwatches. - Yumin Li; Li Ling; Chao Chen 042; Zhijun Xiao; Chenxi Yang; Junjie Pan; Chaohong Liu; Huan Li; Yanan Zhou; Chenghao Sui; Jianqing Li 002; Chengyu Liu 001 (IEEE SENSORS, 2024)

A Phonocardiogram Quality Assessment Method Using Multi-Domain Feature. - Li Ling; Yumin Li; Yuchan Lv; Xinru Qin; Yamei Bai; Chenxi Yang; Junjie Pan; Huan Li; Chenghao Sui; Yanan Zhou; Jianqing Li 002; Chengyu Liu 001 (IEEE SENSORS, 2024)

Development and validation of a deep interpretable network for continuous acute kidney injury prediction in critically ill patients. - Meicheng Yang; Songqiao Liu; Tong Hao; Caiyun Ma; Hui Chen; Yuwen Li 002; Changde Wu; Jianfeng Xie; Haibo Qiu; Jianqing Li 002; Yi Yang; Chengyu Liu 001 (Artif. Intell. Medicine, 2024)

Improving ECG signal quality assessment through swin-transformer-based generative adversarial network. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Yuwen Li 002; Lina Zhao; Jianqing Li 002; Chengyu Liu 001 (Biomed. Signal Process. Control., 2024)

Continuous prediction and clinical alarm management of late-onset sepsis in preterm infants using vital signs from a patient monitor. - Meicheng Yang; Zheng Peng 006; Carola van Pul; Peter Andriessen; Kejun Dong; Demi Silvertand; Jianqing Li 002; Chengyu Liu 001; Xi Long (Comput. Methods Programs Biomed., 2024)

Hybrid Amplitude Ordinal Partition Networks for ECG Morphology Discrimination: An Application to PVC Recognition. - Zhipeng Cai 002; Caiyun Ma; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

Online Co-Learning Strategy Based on Multibranch Multiscale Network for 12-Lead ECG Classification. - Shuze Han; Caiyun Ma; Zhongyu Wang; Yutong Hou; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

An Attribute-Decoupled Model for Onset Identification of Atrial Fibrillation in Single-Lead Electrocardiograms. - Qian Li; Xingyao Wang 001; Hongxiang Gao; Rongjun Ge; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences. - Caiyun Ma; Xi Long; Weijie Sheng 001; Rik Vullings; Meicheng Yang; Lina Zhao; Ronald M. Aarts; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

Efficient Premature Ventricular Contraction Detection Based on Network Dynamics Features. - Yumin Shen; Zhipeng Cai 002; Li Zhang 013; Bor-Shyh Lin; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

Enhancing Electrocardiogram Identity Recognition Using Convolutional Neural Networks With a Multisimilarity Loss Model. - Yuguang Zhao; Lina Zhao; Zhijun Xiao; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

A Review on Atrial Fibrillation Detection From Ambulatory ECG. - Caiyun Ma; Zhijun Xiao; Lina Zhao; Shany Biton; Joachim A. Behar; Xi Long; Rik Vullings; Ronald M. Aarts; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Biomed. Eng., 2024)

Human Eye Activity Monitoring Using Continuous Wave Doppler Radar: A Feasibility Study. - Zhijun Xiao; Chenxi Yang; Yumin Li; Yantao Xing; Caiyun Ma; Yuwei Zhang; Xi Long; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Biomed. Circuits Syst., 2024)

Student Loss: Towards the Probability Assumption in Inaccurate Supervision. - Shuo Zhang 030; Jianqing Li 002; Hamido Fujita; Yu-Wen Li 002; Deng-Bao Wang; Tingting Zhu 001; Min-Ling Zhang; Chengyu Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Exploiting Interference With an Intelligent Reflecting Surface to Enhance Data Transmission. - Zhao Li 005; Chengyu Liu 001; Lijuan Zhang; Kang G. Shin; Jia Liu 009; Zheng Yan 002; Riku Jäntti (IEEE Trans. Wirel. Commun., 2024)

Graph Convolutional Network With Connectivity Uncertainty for EEG-Based Emotion Recognition. - Hongxiang Gao; Xingyao Wang 001; Zhenghua Chen; Min Wu 008; Zhipeng Cai 002; Lulu Zhao; Jianqing Li 002; Chengyu Liu 001 (IEEE J. Biomed. Health Informatics, 2024)

MSCG-Net: A multi-scale cross-guidance neural network with generalizability for physiological signal analysis. - Yongjian Li; Meng Chen; Xinge Jiang; Liting Zhang; Mingsen Du; Chengyu Liu 001; Shoushui Wei (Biomed. Signal Process. Control., 2025)

Noncontact capacitive coupling ECG-Derived respiratory signals using the conformer based time-frequency domain generative adversarial network. - Zhijun Xiao; Maarten De Vos; Christos Chatzichristos; Kejun Dong; Yunyi Jiang; Zhongyu Wang; Yuwei Zhang; Fei Ding 003; Chenxi Yang; Jianqing Li 005; Chengyu Liu 001 (Expert Syst. Appl., 2025)

Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Minghui Zhao; Yu Liu; Lina Zhao; Tingting Zhu 001; Jianqing Li 002; Chengyu Liu 001 (Inf. Fusion, 2025)

Detection of Shockable Ventricular Arrhythmias Using Multiscale Visual Graph Network. - Xintao Han; Zhipeng Cai 002; Hongxiang Gao; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2025)

An Optimized Signal Quality Assessment Method for Noncontact Capacitive ECG. - Yunyi Jiang; Zhijun Xiao; Yuwei Zhang; Caiyun Ma; Chenxi Yang; Weiming Jin; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2025)

An Atrial Fibrillation Detection Strategy Based on Self-Supervised Pretraining in Wearable ECG Monitoring. - Caiyun Ma; Weijie Sheng 001; Zhongyu Wang; Lina Zhao; Yuwei Zhang; Zhipeng Cai 002; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2025)

Acceleration of Fast Sample Entropy for FPGAs. - Chao Chen 042; Chengyu Liu 001; Jianqing Li 002; Bruno da Silva 001 (IEEE Trans. Computers, 2025)

Interference Recycling: Effective Utilization of Interference for Enhancing Data Transmission. - Zhao Li 005; Lijuan Zhang; Chengyu Liu 001; Siwei Le; Jie Chen 056; Kang G. Shin; Zheng Yan 002; Jia Liu 009 (IEEE Trans. Mob. Comput., 2025)

BiTS-SleepNet: An Attention-Based Two Stage Temporal-Spectral Fusion Model for Sleep Staging With Single-Channel EEG. - Zhaoyang Cong; Minghui Zhao; Hongxiang Gao; Meng Lou; Guowei Zheng; Ziyang Wang; Xingyao Wang 001; Chang Yan; Li Ling; Jianqing Li 002; Chengyu Liu 001 (IEEE J. Biomed. Health Informatics, 2025)

Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring. - Xingyao Wang 001; Hongxiang Gao; Caiyun Ma; Tingting Zhu 001; Feng Yang; Chengyu Liu 001; Huazhu Fu (IEEE J. Biomed. Health Informatics, 2025)