Guanzheng Liu - RankMe

39 papers C 2Misc 1Journal 31Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Topic-Guided Self-Attention Network for Daily Mental Wellbeing Prediction Using Mobile Devices. IEEE Trans. Affect. Comput. Zeju Xu, Guanzheng Liu, Guozhen Zhao, Zhiguo Zhang, Chenzhong Li, Changhong Wang
2025	J	`jnl`	An EEG Screening Method for Severe Obstructive Sleep Apnea Based on Limited Penetrable Difference Visibility Graph and Graph Convolutional Network. IEEE J. Biomed. Health Informatics Yuchen Zhang, Zhengyuan Li, Yanxun Lu, Yuxia Zhang, Guanzheng Liu, Changhong Wang
2025	J	`jnl`	An Ordinal Pattern Similarity-Guided Supervised Prototype Contrastive Learning Framework With Enhanced Token Selection Module for Sleep Apnea Detection Based on Wearable PPG Bracelet. IEEE Trans. Consumer Electron. Weiyan Qiu, Zhuo Chen, Yanxun Lu, Changhong Wang, Guanzheng Liu
2025	J	`jnl`	DIGS-Module: A Deformable Information Gain-Guided Scale Selection Structure Based on Physiological Signals for Classification. IEEE Internet Things J. Yu Wang, Changhong Wang, Weiyan Qiu, Guanzheng Liu
2025	J	`jnl`	Graph-Weighted High-Dimensional Information-Based Similarity for Detecting Altered Brain Functional Connectivity in Sleep Apnea Patients. IEEE Trans. Instrum. Meas. Yanxun Lu, Zhe Fei, Jingtao Zhang, Zhuo Chen, Mingjing Chen, Changhong Wang, Guanzheng Liu
2025	J	`jnl`	Multi-task self-supervised learning framework via contrastive restoration for sleep apnea syndrome detection using single-lead ECG. Biomed. Signal Process. Control. Qi Shen, Guanzheng Liu, Zhiqiong Wang, Xinyao Liu, Junchang Xin
2024	J	`jnl`	A Multiscale Cross-Modal Interactive Fusion Network for Human Activity Recognition Using Wearable Sensors and Smartphones. IEEE Internet Things J. Xin Yang, Zeju Xu, Haodong Liu, Peter B. Shull, Stephen J. Redmond, Guanzheng Liu, Changhong Wang
2024	J	`jnl`	Energy-Efficient Sleep Apnea Detection Using a Hyperdimensional Computing Framework Based on Wearable Bracelet Photoplethysmography. IEEE Trans. Biomed. Eng. Tian Chen, Jingtao Zhang, Zeju Xu, Stephen J. Redmond, Nigel H. Lovell, Guanzheng Liu, Changhong Wang
2024	—	`conf`	Lightweight Multi-task Hyperdimensional Computing Framework Driven by Binary Neural Network for Sleep Apnea Detection. BioCAS Tian Chen, Yi Liu, Guanzheng Liu, Changhong Wang
2024	J	`jnl`	Multiscale Bidirectional Temporal Convolutional Network for Sleep Apnea Detection Based on Wearable Photoplethysmography Bracelet. IEEE J. Biomed. Health Informatics Lang Zou, Guanzheng Liu
2023	J	`jnl`	MS-Net: Sleep apnea detection in PPG using multi-scale block and shadow module one-dimensional convolutional neural network. Comput. Biol. Medicine Keming Wei, Lang Zou, Guanzheng Liu, Changhong Wang
2023	J	`jnl`	Modified multiscale transfer entropy analysis of intra- and inter-couplings of cardio-respiratory systems during meditation. Biomed. Signal Process. Control. Na Tian, Hairong Yu, Shaofeng Zhao, Guanzheng Liu, Rong Song
2022	J	`jnl`	A dual-model deep learning method for sleep apnea detection based on representation learning and temporal dependence. Neurocomputing Hengji Qin, Guanzheng Liu
2022	J	`jnl`	An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population. Comput. Methods Programs Biomed. Dan Wu, Guosheng Cui, Xiaoxiang Huang, Yining Chen, Guanzheng Liu, Lijie Ren, Ye Li
2022	J	`jnl`	Multitask Residual Shrinkage Convolutional Neural Network for Sleep Apnea Detection Based on Wearable Bracelet Photoplethysmography. IEEE Internet Things J. Qi Shen, Xin Yang, Lang Zou, Keming Wei, Changhong Wang, Guanzheng Liu
2022	J	`jnl`	Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network. Comput. Biol. Medicine Quanan Yang, Lang Zou, Keming Wei, Guanzheng Liu
2021	J	`jnl`	A Sleep Apnea Detection Method Based on Unsupervised Feature Learning and Single-Lead Electrocardiogram. IEEE Trans. Instrum. Meas. Kaicheng Feng, Hengji Qin, Shan Wu, Weifeng Pan, Guanzheng Liu
2021	C	`conf`	Information-Based Similarity of Binary Symbol Sequence as a New Index for Sleep Apnea Research. BIBE Shan Wu, Guanzheng Liu
2021	J	`jnl`	Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal. IEEE Trans. Instrum. Meas. Qi Shen, Hengji Qin, Keming Wei, Guanzheng Liu
2021	—	`conf`	Obstructive Sleep Apnea Detection using Fuzzy Approximate Entropy of Extrema based on Multiple Moving Averages. ICBBS Keming Wei, Guanzheng Liu
2021	—	`conf`	Obstructive Sleep Apnea Heart Rate Variability Analysis using Gramian Angular Field images and Two-dimensional Sample Entropy. ICBBS Lan Tang, Guanzheng Liu
2021	J	`jnl`	Regularity of heart rate fluctuations analysis in obstructive sleep apnea patients using information-based similarity. Biomed. Signal Process. Control. Shan Wu, Duan Liang, Quanan Yang, Guanzheng Liu
2021	J	`jnl`	Short-Term HRV Analysis Using Nonparametric Sample Entropy for Obstructive Sleep Apnea. Entropy Duan Liang, Shan Wu, Lan Tang, Kaicheng Feng, Guanzheng Liu
2021	J	`jnl`	Similarity Changes Analysis for Heart Rate Fluctuation Regularity as a New Screening Method for Congestive Heart Failure. Entropy Zeming Liu, Tian Chen, Keming Wei, Guanzheng Liu, Bin Liu
2021	J	`jnl`	Sleep apnea screening based on Photoplethysmography data from wearable bracelets using an information-based similarity approach. Comput. Methods Programs Biomed. Shan Wu, Mingjing Chen, Keming Wei, Guanzheng Liu
2021	C	`conf`	Study on the Two-dimensional Sample Entropy of Sleep Apnea Based on the Hilbert-Huang Time-frequency Diagram. BIBE Lan Tang, Guanzheng Liu
2021	J	`jnl`	The novel approach of temporal dependency complexity analysis of heart rate variability in obstructive sleep apnea. Comput. Biol. Medicine Lan Tang, Guanzheng Liu
2020	J	`jnl`	Application of the Variance Delay Fuzzy Approximate Entropy for Autonomic Nervous System Fluctuation Analysis in Obstructive Sleep Apnea Patients. Entropy Yifan Li, Shan Wu, Quanan Yang, Guanzheng Liu, Leijiao Ge
2019	J	`jnl`	Empirical Mode Decomposition as a Novel Approach to Study Heart Rate Variability in Congestive Heart Failure Assessment. Entropy Mingjing Chen, Aodi He, Kaicheng Feng, Guanzheng Liu, Qian Wang
2019	J	`jnl`	Multi-Frequency Components Entropy as Novel Heart Rate Variability Indices in Congestive Heart Failure Assessment. IEEE Access Weifeng Pan, Aodi He, Kaicheng Feng, Yifan Li, Dan Wu, Guanzheng Liu
2019	J	`jnl`	Sliding Trend Fuzzy Approximate Entropy as a Novel Descriptor of Heart Rate Variability in Obstructive Sleep Apnea. IEEE J. Biomed. Health Informatics Yifan Li, Weifeng Pan, Kunyang Li, Qing Jiang, Guanzheng Liu
2018	J	`jnl`	A method to detect sleep apnea based on deep neural network and hidden Markov model using single-lead ECG signal. Neurocomputing Kunyang Li, Weifeng Pan, Yifan Li, Qing Jiang, Guanzheng Liu
2018	J	`jnl`	Detection of Respiration Movement Asymmetry Between the Left and Right Lungs Using Mutual Information and Transfer Entropy. IEEE Access Lianrong Zheng, Yifan Li, Wen-Hui Chen, Qian Wang, Qing Jiang, Guanzheng Liu
2018	—	`conf`	Effect of Deep Breathing on Interaction between Sympathetic and Parasympathetic Activities. CBS Na Tian, Guanzheng Liu, Rong Song
2018	J	`jnl`	The Interaction Analysis between the Sympathetic and Parasympathetic Systems in CHF by Using Transfer Entropy Method. Entropy Daiyi Luo, Weifeng Pan, Yifan Li, Kaicheng Feng, Guanzheng Liu
2017	—	`conf`	A CHF detection method based on deep learning with RR intervals. EMBC Wen-Hui Chen, Guanzheng Liu, Steven W. Su, Qing Jiang, Hung T. Nguyen
2017	J	`jnl`	A Respiration-Derived Posture Method Based on Dual-Channel Respiration Impedance Signals. IEEE Access Guanzheng Liu, Kunyang Li, Lianrong Zheng, Wen-Hui Chen, Guangmin Zhou, Qing Jiang
2017	J	`jnl`	Use of Mutual Information and Transfer Entropy to Assess Interaction between Parasympathetic and Sympathetic Activities of Nervous System from HRV. Entropy Lianrong Zheng, Weifeng Pan, Yifan Li, Daiyi Luo, Qian Wang, Guanzheng Liu
2011	Misc	`conf`	Dynamic Video Segmentation via a Novel Recursive Kernel Density Estimation. ICIG Qingsong Zhu, Guanzheng Liu, Yaoqin Xie