Guanzheng Liu

Orcid: 0000-0002-3692-0314

According to our database1, Guanzheng Liu authored at least 32 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Energy-Efficient Sleep Apnea Detection Using a Hyperdimensional Computing Framework Based on Wearable Bracelet Photoplethysmography.
IEEE Trans. Biomed. Eng., August, 2024

Multiscale Bidirectional Temporal Convolutional Network for Sleep Apnea Detection Based on Wearable Photoplethysmography Bracelet.
IEEE J. Biomed. Health Informatics, March, 2024

A Multiscale Cross-Modal Interactive Fusion Network for Human Activity Recognition Using Wearable Sensors and Smartphones.
IEEE Internet Things J., 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

A CHF detection method based on deep learning with RR intervals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2011
Dynamic Video Segmentation via a Novel Recursive Kernel Density Estimation.
Proceedings of the Sixth International Conference on Image and Graphics, 2011


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