Guanzheng Liu
Orcid: 0000-0002-3692-0314
According to our database1,
Guanzheng Liu
authored at least 30 papers
between 2011 and 2024.
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Bibliography
2024
Multiscale Bidirectional Temporal Convolutional Network for Sleep Apnea Detection Based on Wearable Photoplethysmography Bracelet.
IEEE J. Biomed. Health Informatics, March, 2024
2023
MS-Net: Sleep apnea detection in PPG using multi-scale block and shadow module one-dimensional convolutional neural network.
Comput. Biol. Medicine, March, 2023
Modified multiscale transfer entropy analysis of intra- and inter-couplings of cardio-respiratory systems during meditation.
Biomed. Signal Process. Control., 2023
2022
Multitask Residual Shrinkage Convolutional Neural Network for Sleep Apnea Detection Based on Wearable Bracelet Photoplethysmography.
IEEE Internet Things J., 2022
A dual-model deep learning method for sleep apnea detection based on representation learning and temporal dependence.
Neurocomputing, 2022
An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population.
Comput. Methods Programs Biomed., 2022
Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network.
Comput. Biol. Medicine, 2022
2021
Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal.
IEEE Trans. Instrum. Meas., 2021
A Sleep Apnea Detection Method Based on Unsupervised Feature Learning and Single-Lead Electrocardiogram.
IEEE Trans. Instrum. Meas., 2021
Similarity Changes Analysis for Heart Rate Fluctuation Regularity as a New Screening Method for Congestive Heart Failure.
Entropy, 2021
Short-Term HRV Analysis Using Nonparametric Sample Entropy for Obstructive Sleep Apnea.
Entropy, 2021
Sleep apnea screening based on Photoplethysmography data from wearable bracelets using an information-based similarity approach.
Comput. Methods Programs Biomed., 2021
The novel approach of temporal dependency complexity analysis of heart rate variability in obstructive sleep apnea.
Comput. Biol. Medicine, 2021
Regularity of heart rate fluctuations analysis in obstructive sleep apnea patients using information-based similarity.
Biomed. Signal Process. Control., 2021
Obstructive Sleep Apnea Detection using Fuzzy Approximate Entropy of Extrema based on Multiple Moving Averages.
Proceedings of the ICBBS 2021: 10th International Conference on Bioinformatics and Biomedical Science, Xiamen, China, October 29, 2021
Obstructive Sleep Apnea Heart Rate Variability Analysis using Gramian Angular Field images and Two-dimensional Sample Entropy.
Proceedings of the ICBBS 2021: 10th International Conference on Bioinformatics and Biomedical Science, Xiamen, China, October 29, 2021
Information-Based Similarity of Binary Symbol Sequence as a New Index for Sleep Apnea Research.
Proceedings of the BIBE 2021: The Fifth International Conference on Biological Information and Biomedical Engineering, 2021
Study on the Two-dimensional Sample Entropy of Sleep Apnea Based on the Hilbert-Huang Time-frequency Diagram.
Proceedings of the BIBE 2021: The Fifth International Conference on Biological Information and Biomedical Engineering, 2021
2020
Application of the Variance Delay Fuzzy Approximate Entropy for Autonomic Nervous System Fluctuation Analysis in Obstructive Sleep Apnea Patients.
Entropy, 2020
2019
Sliding Trend Fuzzy Approximate Entropy as a Novel Descriptor of Heart Rate Variability in Obstructive Sleep Apnea.
IEEE J. Biomed. Health Informatics, 2019
Empirical Mode Decomposition as a Novel Approach to Study Heart Rate Variability in Congestive Heart Failure Assessment.
Entropy, 2019
Multi-Frequency Components Entropy as Novel Heart Rate Variability Indices in Congestive Heart Failure Assessment.
IEEE Access, 2019
2018
A method to detect sleep apnea based on deep neural network and hidden Markov model using single-lead ECG signal.
Neurocomputing, 2018
The Interaction Analysis between the Sympathetic and Parasympathetic Systems in CHF by Using Transfer Entropy Method.
Entropy, 2018
Detection of Respiration Movement Asymmetry Between the Left and Right Lungs Using Mutual Information and Transfer Entropy.
IEEE Access, 2018
Effect of Deep Breathing on Interaction between Sympathetic and Parasympathetic Activities.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
2017
Use of Mutual Information and Transfer Entropy to Assess Interaction between Parasympathetic and Sympathetic Activities of Nervous System from HRV.
Entropy, 2017
A Respiration-Derived Posture Method Based on Dual-Channel Respiration Impedance Signals.
IEEE Access, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2011
Proceedings of the Sixth International Conference on Image and Graphics, 2011