Guanzheng Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

Publications

Tian Chen, Jingtao Zhang, Zeju Xu, Stephen J. Redmond, Nigel H. Lovell, Guanzheng Liu, Changhong Wang
Energy-Efficient Sleep Apnea Detection Using a Hyperdimensional Computing Framework Based on Wearable Bracelet Photoplethysmography. IEEE Trans. Biomed. Eng. 71 (8) (2024)
Xin Yang, Zeju Xu, Haodong Liu, Peter B. Shull, Stephen J. Redmond, Guanzheng Liu, Changhong Wang
A Multiscale Cross-Modal Interactive Fusion Network for Human Activity Recognition Using Wearable Sensors and Smartphones. IEEE Internet Things J. 11 (16) (2024)
Lang Zou, Guanzheng Liu
Multiscale Bidirectional Temporal Convolutional Network for Sleep Apnea Detection Based on Wearable Photoplethysmography Bracelet. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Na Tian, Hairong Yu, ShaoFeng Zhao, Guanzheng Liu, Rong Song
Modified multiscale transfer entropy analysis of intra- and inter-couplings of cardio-respiratory systems during meditation. Biomed. Signal Process. Control. 79 (Part) (2023)
Keming Wei, Lang Zou, Guanzheng Liu, Changhong Wang
MS-Net: Sleep apnea detection in PPG using multi-scale block and shadow module one-dimensional convolutional neural network. Comput. Biol. Medicine 155 (2023)
Hengji Qin, Guanzheng Liu
A dual-model deep learning method for sleep apnea detection based on representation learning and temporal dependence. Neurocomputing 473 (2022)
Quanan Yang, Lang Zou, Keming Wei, Guanzheng Liu
Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network. Comput. Biol. Medicine 140 (2022)
Dan Wu, Guosheng Cui, Xiaoxiang Huang, Yining Chen, Guanzheng Liu, Lijie Ren, Ye Li
An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population. Comput. Methods Programs Biomed. 221 (2022)
Qi Shen, Xin Yang, Lang Zou, Keming Wei, Changhong Wang, Guanzheng Liu
Multitask Residual Shrinkage Convolutional Neural Network for Sleep Apnea Detection Based on Wearable Bracelet Photoplethysmography. IEEE Internet Things J. 9 (24) (2022)
Keming Wei, Guanzheng Liu
Obstructive Sleep Apnea Detection using Fuzzy Approximate Entropy of Extrema based on Multiple Moving Averages. ICBBS (2021)
Lan Tang, Guanzheng Liu
The novel approach of temporal dependency complexity analysis of heart rate variability in obstructive sleep apnea. Comput. Biol. Medicine 135 (2021)
Shan Wu, Guanzheng Liu
Information-Based Similarity of Binary Symbol Sequence as a New Index for Sleep Apnea Research. BIBE (2021)
Qi Shen, Hengji Qin, Keming Wei, Guanzheng Liu
Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal. IEEE Trans. Instrum. Meas. 70 (2021)
Zeming Liu, Tian Chen, Keming Wei, Guanzheng Liu, Bin Liu
Similarity Changes Analysis for Heart Rate Fluctuation Regularity as a New Screening Method for Congestive Heart Failure. Entropy 23 (12) (2021)
Duan Liang, Shan Wu, Lan Tang, Kaicheng Feng, Guanzheng Liu
Short-Term HRV Analysis Using Nonparametric Sample Entropy for Obstructive Sleep Apnea. Entropy 23 (3) (2021)
Lan Tang, Guanzheng Liu
Obstructive Sleep Apnea Heart Rate Variability Analysis using Gramian Angular Field images and Two-dimensional Sample Entropy. ICBBS (2021)
Shan Wu, Duan Liang, Quanan Yang, Guanzheng Liu
Regularity of heart rate fluctuations analysis in obstructive sleep apnea patients using information-based similarity. Biomed. Signal Process. Control. 65 (2021)
Shan Wu, Mingjing Chen, Keming Wei, Guanzheng Liu
Sleep apnea screening based on Photoplethysmography data from wearable bracelets using an information-based similarity approach. Comput. Methods Programs Biomed. 211 (2021)
Kaicheng Feng, Hengji Qin, Shan Wu, Weifeng Pan, Guanzheng Liu
A Sleep Apnea Detection Method Based on Unsupervised Feature Learning and Single-Lead Electrocardiogram. IEEE Trans. Instrum. Meas. 70 (2021)
Lan Tang, Guanzheng Liu
Study on the Two-dimensional Sample Entropy of Sleep Apnea Based on the Hilbert-Huang Time-frequency Diagram. BIBE (2021)
Yifan Li, Shan Wu, Quanan Yang, Guanzheng Liu, Leijiao Ge
Application of the Variance Delay Fuzzy Approximate Entropy for Autonomic Nervous System Fluctuation Analysis in Obstructive Sleep Apnea Patients. Entropy 22 (9) (2020)
Weifeng Pan, Aodi He, Kaicheng Feng, Yifan Li, Dan Wu, Guanzheng Liu
Multi-Frequency Components Entropy as Novel Heart Rate Variability Indices in Congestive Heart Failure Assessment. IEEE Access 7 (2019)
Mingjing Chen, Aodi He, Kaicheng Feng, Guanzheng Liu, Qian Wang
Empirical Mode Decomposition as a Novel Approach to Study Heart Rate Variability in Congestive Heart Failure Assessment. Entropy 21 (12) (2019)
Yifan Li, Weifeng Pan, Kunyang Li, Qing Jiang, Guanzheng Liu
Sliding Trend Fuzzy Approximate Entropy as a Novel Descriptor of Heart Rate Variability in Obstructive Sleep Apnea. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Kunyang Li, Weifeng Pan, Yifan Li, Qing Jiang, Guanzheng Liu
A method to detect sleep apnea based on deep neural network and hidden Markov model using single-lead ECG signal. Neurocomputing 294 (2018)
Daiyi Luo, Weifeng Pan, Yifan Li, Kaicheng Feng, Guanzheng Liu
The Interaction Analysis between the Sympathetic and Parasympathetic Systems in CHF by Using Transfer Entropy Method. Entropy 20 (10) (2018)
Lianrong Zheng, Yifan Li, Wen-Hui Chen, Qian Wang, Qing Jiang, Guanzheng Liu
Detection of Respiration Movement Asymmetry Between the Left and Right Lungs Using Mutual Information and Transfer Entropy. IEEE Access 6 (2018)
Na Tian, Guanzheng Liu, Rong Song
Effect of Deep Breathing on Interaction between Sympathetic and Parasympathetic Activities. CBS (2018)
Lianrong Zheng, Weifeng Pan, Yifan Li, Daiyi Luo, Qian Wang, Guanzheng Liu
Use of Mutual Information and Transfer Entropy to Assess Interaction between Parasympathetic and Sympathetic Activities of Nervous System from HRV. Entropy 19 (9) (2017)
Guanzheng Liu, Kunyang Li, Lianrong Zheng, Wen-Hui Chen, Guangmin Zhou, Qing Jiang
A Respiration-Derived Posture Method Based on Dual-Channel Respiration Impedance Signals. IEEE Access 5 (2017)
Wen-Hui Chen, Guanzheng Liu, Steven W. Su, Qing Jiang, Hung T. Nguyen
A CHF detection method based on deep learning with RR intervals. EMBC (2017)
Qingsong Zhu, Guanzheng Liu, Yaoqin Xie
Dynamic Video Segmentation via a Novel Recursive Kernel Density Estimation. ICIG (2011)