Chengyu Liu
Orcid: 0000-0003-1965-3020Affiliations:
- Southeast University, School of Instrument Science and Engineering, Nanjing, China
- Emory University, Department of Biomedical Informatics, Atlanta, GA, USA (2015 - 2017)
- Newcastle University, Newcastle Upon Tyne, UK (2013 - 2014)
- Shandong University, Institute of Biomedical Engineering, School of Control Science and Engineering, Jinan, China (PhD 2010)
According to our database1,
Chengyu Liu
authored at least 155 papers
between 2009 and 2024.
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Bibliography
2024
Graph Convolutional Network With Connectivity Uncertainty for EEG-Based Emotion Recognition.
IEEE J. Biomed. Health Informatics, October, 2024
Exploiting Interference With an Intelligent Reflecting Surface to Enhance Data Transmission.
IEEE Trans. Wirel. Commun., August, 2024
IEEE Trans. Pattern Anal. Mach. Intell., June, 2024
Human Eye Activity Monitoring Using Continuous Wave Doppler Radar: A Feasibility Study.
IEEE Trans. Biomed. Circuits Syst., April, 2024
IEEE Trans. Biomed. Eng., March, 2024
Enhancing Electrocardiogram Identity Recognition Using Convolutional Neural Networks With a Multisimilarity Loss Model.
IEEE Trans. Instrum. Meas., 2024
Efficient Premature Ventricular Contraction Detection Based on Network Dynamics Features.
IEEE Trans. Instrum. Meas., 2024
An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences.
IEEE Trans. Instrum. Meas., 2024
An Attribute-Decoupled Model for Onset Identification of Atrial Fibrillation in Single-Lead Electrocardiograms.
IEEE Trans. Instrum. Meas., 2024
Online Co-Learning Strategy Based on Multibranch Multiscale Network for 12-Lead ECG Classification.
IEEE Trans. Instrum. Meas., 2024
Hybrid Amplitude Ordinal Partition Networks for ECG Morphology Discrimination: An Application to PVC Recognition.
IEEE Trans. Instrum. Meas., 2024
Continuous prediction and clinical alarm management of late-onset sepsis in preterm infants using vital signs from a patient monitor.
Comput. Methods Programs Biomed., 2024
Improving ECG signal quality assessment through swin-transformer-based generative adversarial network.
Biomed. Signal Process. Control., 2024
Development and validation of a deep interpretable network for continuous acute kidney injury prediction in critically ill patients.
Artif. Intell. Medicine, 2024
Proceedings of the IEEE International Conference on Communications, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
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., December, 2023
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning.
IEEE J. Biomed. Health Informatics, November, 2023
Expert Syst. Appl., November, 2023
Evaluation of skin sympathetic nervous activity for classification of intracerebral hemorrhage and outcome prediction.
Comput. Biol. Medicine, November, 2023
IEEE Trans. Hum. Mach. Syst., October, 2023
Comput. Biol. Medicine, September, 2023
A Causal Intervention Scheme for Semantic Segmentation of Quasi-Periodic Cardiovascular Signals.
IEEE J. Biomed. Health Informatics, July, 2023
HRnV-Calc: A Software for Heart Rate n-Variability and Heart Rate Variability Analysis.
J. Open Source Softw., July, 2023
A Novel ECG-Derived Respiration Method Combining Frequency-Domain Feature and Interacting Multiple Model Smoother.
IEEE Trans. Biomed. Eng., March, 2023
Knowl. Based Syst., March, 2023
SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition.
Neural Networks, January, 2023
Atrial Fibrillation Monitoring Based on Noncontact Capacitive ECG Using an Integrated Microhumidity Fabric Electrode-Sheet Sensing Scheme.
IEEE Trans. Instrum. Meas., 2023
IEEE Trans. Instrum. Meas., 2023
Sleep Quality Evaluation Based on Single-Lead Wearable Cardiac Cycle Acquisition Device.
Sensors, 2023
Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition.
CoRR, 2023
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning.
CoRR, 2023
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023
AF automatic classification based on different time-delay values of the recurrence plot.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the Computing in Cardiology, 2023
Proceedings of the Computing in Cardiology, 2023
A Temporal-Spectral Based Single-lead Electroencephalogram Feature Fusion Network may Provide Potential Clinical Biomarker for Cardiac Arrest.
Proceedings of the Computing in Cardiology, 2023
2022
Effect of Cotton Fabric Moisture Regain and Thickness on Signal Quality of Noncontact Capacitive Coupling ECG.
IEEE Trans. Instrum. Meas., 2022
IEEE Trans. Instrum. Meas., 2022
Knowl. Based Syst., 2022
IEEE Instrum. Meas. Mag., 2022
IEEE Instrum. Meas. Mag., 2022
Evaluation of Fast Sample Entropy Algorithms on FPGAs: From Performance to Energy Efficiency.
Entropy, 2022
A Causal Intervention Scheme for Semantic Segmentation of Quasi-periodic Cardiovascular Signals.
CoRR, 2022
Framed Fidelity MAC: Losslessly packing multi-user transmissions in a virtual point-to-point framework.
Comput. Networks, 2022
Design and evaluation of an autonomic nerve monitoring system based on skin sympathetic nerve activity.
Biomed. Signal Process. Control., 2022
Proceedings of the International Conference on Field-Programmable Technology, 2022
Raising High-Risk Awareness in Hemodynamic Treatment with Reinforcement Learning for Septic Shock Patients.
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
N2091S Mutation in L-type Calcium Channel Promotes Action Potential Alternans in M Cells of Human Ventricle: A Simulation Study.
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
Effect of Oxygen Concentration Reduction on Photoplethysmographic Waveform Characteristics.
Proceedings of the Computing in Cardiology, 2022
Cardiopulmonary Analysis of Sleep Apnea Based on Weighted Limited Penetrable Visibility Graph.
Proceedings of the Computing in Cardiology, 2022
2021
An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors.
IEEE J. Biomed. Health Informatics, 2021
Integration of Results From Convolutional Neural Network in a Support Vector Machine for the Detection of Atrial Fibrillation.
IEEE Trans. Instrum. Meas., 2021
Multi-Label Classification of Arrhythmia for Long-Term Electrocardiogram Signals With Feature Learning.
IEEE Trans. Instrum. Meas., 2021
Temporal-Framing Adaptive Network for Heart Sound Segmentation Without Prior Knowledge of State Duration.
IEEE Trans. Biomed. Eng., 2021
Action Recognition of Lower Limbs Based on Surface Electromyography Weighted Feature Method.
Sensors, 2021
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection.
Medical Biol. Eng. Comput., 2021
IEICE Trans. Inf. Syst., 2021
Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech.
Frontiers Neurorobotics, 2021
Entropy, 2021
HRnV-Calc: A software package for heart rate n-variability and heart rate variability analysis.
CoRR, 2021
An integrated framework for evaluation on typical ECG-derived respiration waveform extraction and respiration.
Comput. Biol. Medicine, 2021
Artif. Intell. Medicine, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration <sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Influence of Finger Movement on the Stability of the Oscillometric Pulse Waveform for Blood Pressure Measurement.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Proceedings of CECNet 2021, 2021
2020
J. Medical Imaging Health Informatics, 2020
In-Hospital Mortality Prediction for Heart Failure Patients Using Electronic Health Records and an Improved Bagging Algorithm.
J. Medical Imaging Health Informatics, 2020
An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection.
J. Medical Imaging Health Informatics, 2020
Suppressing the Influence of Ectopic Beats by Applying a Physical Threshold-Based Sample Entropy.
Entropy, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020.
Proceedings of the Computing in Cardiology, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
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., 2019
Comparison of Photoplethysmographic Signal Features Between Healthy and Sleep Apnea Patients During Five Sleep Stages.
J. Medical Imaging Health Informatics, 2019
An Open-Access ECG Database for Algorithm Evaluation of QRS Detection and Heart Rate Estimation.
J. Medical Imaging Health Informatics, 2019
Signal Quality Assessment and Lightweight QRS Detection for Wearable ECG SmartVest System.
IEEE Internet Things J., 2019
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., 2019
A New Physically Meaningful Threshold of Sample Entropy for Detecting Cardiovascular Diseases.
Entropy, 2019
Comput. Math. Methods Medicine, 2019
Appl. Soft Comput., 2019
Enhancing Detection Accuracy for Clinical Heart Failure Utilizing Pulse Transit Time Variability and Machine Learning.
IEEE Access, 2019
Noise Rejection for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Networks.
IEEE Access, 2019
IEEE Access, 2019
Electrocardiogram of a Silver Nanowire Based Dry Electrode: Quantitative Comparison With the Standard Ag/AgCl Gel Electrode.
IEEE Access, 2019
IFFLC: An Integrated Framework of Feature Learning and Classification for Multiple Diagnosis Codes Assignment.
IEEE Access, 2019
Multiple Time Scales Analysis for Identifying Congestive Heart Failure Based on Heart Rate Variability.
IEEE Access, 2019
Effects of Inferior Myocardial Infarction Sizes and Sites on Simulated Electrocardiograms Based on a Torso-Heart Model.
IEEE Access, 2019
PVC Recognition for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Network.
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
How Accurate are ECG Parameters from Wearable Single-lead ECG System for 24-hours Monitoring.
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019
2018
A scattering and repulsive swarm intelligence algorithm for solving global optimization problems.
Knowl. Based Syst., 2018
A New Entropy-Based Atrial Fibrillation Detection Method for Scanning Wearable ECG Recordings.
Entropy, 2018
Application of Permutation Entropy and Permutation Min-Entropy in Multiple Emotional States Analysis of RRI Time Series.
Entropy, 2018
Relationship between carotid artery sclerosis and blood pressure variability in essential hypertension patients.
Comput. Biol. Medicine, 2018
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., 2018
Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy.
IEEE Access, 2018
IEEE Access, 2018
Combining Convolutional Neural Network and Distance Distribution Matrix for Identification of Congestive Heart Failure.
IEEE Access, 2018
Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings.
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018
2017
Variation of the Korotkoff Stethoscope Sounds During Blood Pressure Measurement: Analysis Using a Convolutional Neural Network.
IEEE J. Biomed. Health Informatics, 2017
Multiscale Entropy Analysis of the Differential RR Interval Time Series Signal and Its Application in Detecting Congestive Heart Failure.
Entropy, 2017
A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm.
Comput. Methods Programs Biomed., 2017
Coupling Analysis for Systolic, Diastolic and RR Interval Time Series Using Multivariable Fuzzy Measure Entropy.
Proceedings of the Computing in Cardiology, 2017
Changes of Permutation Pattern Entropy and Ordinal Pattern Entropy During Three Emotion States: Natural, Happiness and Sadness.
Proceedings of the Computing in Cardiology, 2017
Combining Multi-source Features and Support Vector Machine for Heart Rhythm Classification.
Proceedings of the Computing in Cardiology, 2017
AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017.
Proceedings of the Computing in Cardiology, 2017
2016
Detection of Coupling in Short Physiological Series by a Joint Distribution Entropy Method.
IEEE Trans. Biomed. Eng., 2016
Multivariable Fuzzy Measure Entropy Analysis for Heart Rate Variability and Heart Sound Amplitude Variability.
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.
Entropy, 2016
Measuring Electromechanical Coupling in Patients with Coronary Artery Disease and Healthy Subjects.
Entropy, 2016
A novel encoding Lempel-Ziv complexity algorithm for quantifying the irregularity of physiological time series.
Comput. Methods Programs Biomed., 2016
A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine.
Proceedings of the 12th International Conference on Natural Computation, 2016
Comparison of Four Recovery Algorithms Used in Compressed Sensing for ECG Signal Processing.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Changes in Amplitude Characteristics of Heart Sound Signals during External-cuff-inflation Procedure: A Pilot Study.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Evaluation of the Accuracy and Noise Response of an Open-source Pulse Onset Detection Algorithm on Pulsatile Waveform Databases.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Assessing the complexity of short-term heartbeat interval series by distribution entropy.
Medical Biol. Eng. Comput., 2015
J. Electr. Comput. Eng., 2015
Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects.
Entropy, 2015
Measuring synchronization in coupled simulation and coupled cardiovascular time series: A comparison of different cross entropy measures.
Biomed. Signal Process. Control., 2015
Need for Re-validation of Automated Blood Pressure Devices for Use in Unstable Conditions.
Proceedings of the Computing in Cardiology, 2015
Analysing Effect of Heart Rate and Age on Radial Artery Pressure Derived Systolic and Diastolic Durations in Healthy Adults.
Proceedings of the Computing in Cardiology, 2015
Comparison of Repeatability of Blood Pressure Measurements between Oscillometric and Auscultatory Methods.
Proceedings of the Computing in Cardiology, 2015
Proceedings of the Computing in Cardiology, 2015
2014
A low-complexity data-adaptive approach for premature ventricular contraction recognition.
Signal Image Video Process., 2014
ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix.
J. Zhejiang Univ. Sci. C, 2014
Validation of a Blood Pressure Simulator that Regenerates Oscillometric Cuff Pressure Waveforms.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Coupling between Short-Term Heart Rate and Diastolic Period is Reduced in Heart Failure Patients as Indicated by Multivariate Entropy Analysis.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Analysis of Cardiovascular Time Series using Multivariate Sample Entropy: A Comparison between Normal and Congestive Heart Failure Subjects.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Oscillometric Waveform Difference between Cuff Inflation and Deflation during Blood Pressure Measurement.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Erratum to: Testing pattern synchronization in coupled systems through different entropy-based measures.
Medical Biol. Eng. Comput., 2013
Testing pattern synchronization in coupled systems through different entropy-based measures.
Medical Biol. Eng. Comput., 2013
Comput. Biol. Medicine, 2013
Modeling carotid and radial artery pulse pressure waveforms by curve fitting with Gaussian functions.
Biomed. Signal Process. Control., 2013
Proceedings of the Computing in Cardiology, 2013
Is Cross-sample Entropy a Valid Measure of Synchronization between the Sequences of RR Interval and Pulse Transit Time?
Proceedings of the Computing in Cardiology, 2013
Systematic Methods for Fetal Electrocardiographic Analysis: Determing the Fetal Heart Rate, RR Interval and QT Interval.
Proceedings of the Computing in Cardiology, 2013
2011
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011
2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009