Dynamic Video Segmentation via a Novel Recursive Kernel Density Estimation. - Qingsong Zhu; Guanzheng Liu; Yaoqin Xie (ICIG, 2011)

A CHF detection method based on deep learning with RR intervals. - Wen-Hui Chen; Guanzheng Liu; Steven W. Su; Qing Jiang; Hung T. Nguyen 001 (EMBC, 2017)

A Respiration-Derived Posture Method Based on Dual-Channel Respiration Impedance Signals. - Guanzheng Liu; Kunyang Li 003; Lianrong Zheng; Wen-Hui Chen; Guangmin Zhou; Qing Jiang (IEEE Access, 2017)

Use of Mutual Information and Transfer Entropy to Assess Interaction between Parasympathetic and Sympathetic Activities of Nervous System from HRV. - Lianrong Zheng; Weifeng Pan 002; Yifan Li; Daiyi Luo; Qian Wang; Guanzheng Liu (Entropy, 2017)

Effect of Deep Breathing on Interaction between Sympathetic and Parasympathetic Activities. - Na Tian; Guanzheng Liu; Rong Song (CBS, 2018)

Detection of Respiration Movement Asymmetry Between the Left and Right Lungs Using Mutual Information and Transfer Entropy. - Lianrong Zheng; Yifan Li; Wen-Hui Chen; Qian Wang; Qing Jiang; Guanzheng Liu (IEEE Access, 2018)

The Interaction Analysis between the Sympathetic and Parasympathetic Systems in CHF by Using Transfer Entropy Method. - Daiyi Luo; Weifeng Pan 002; Yifan Li; Kaicheng Feng; Guanzheng Liu (Entropy, 2018)

A method to detect sleep apnea based on deep neural network and hidden Markov model using single-lead ECG signal. - Kunyang Li 003; Weifeng Pan 002; Yifan Li; Qing Jiang; Guanzheng Liu (Neurocomputing, 2018)

Multi-Frequency Components Entropy as Novel Heart Rate Variability Indices in Congestive Heart Failure Assessment. - Weifeng Pan 002; Aodi He; Kaicheng Feng; Yifan Li; Dan Wu; Guanzheng Liu (IEEE Access, 2019)

Empirical Mode Decomposition as a Novel Approach to Study Heart Rate Variability in Congestive Heart Failure Assessment. - Mingjing Chen; Aodi He; Kaicheng Feng; Guanzheng Liu; Qian Wang (Entropy, 2019)

Sliding Trend Fuzzy Approximate Entropy as a Novel Descriptor of Heart Rate Variability in Obstructive Sleep Apnea. - Yifan Li; Weifeng Pan 002; Kunyang Li 003; Qing Jiang; Guanzheng Liu (IEEE J. Biomed. Health Informatics, 2019)

Application of the Variance Delay Fuzzy Approximate Entropy for Autonomic Nervous System Fluctuation Analysis in Obstructive Sleep Apnea Patients. - Yifan Li; Shan Wu; Quanan Yang; Guanzheng Liu; Leijiao Ge (Entropy, 2020)

Study on the Two-dimensional Sample Entropy of Sleep Apnea Based on the Hilbert-Huang Time-frequency Diagram. - Lan Tang; Guanzheng Liu (BIBE, 2021)

Information-Based Similarity of Binary Symbol Sequence as a New Index for Sleep Apnea Research. - Shan Wu; Guanzheng Liu (BIBE, 2021)

Obstructive Sleep Apnea Heart Rate Variability Analysis using Gramian Angular Field images and Two-dimensional Sample Entropy. - Lan Tang; Guanzheng Liu (ICBBS, 2021)

Obstructive Sleep Apnea Detection using Fuzzy Approximate Entropy of Extrema based on Multiple Moving Averages. - Keming Wei; Guanzheng Liu (ICBBS, 2021)

Regularity of heart rate fluctuations analysis in obstructive sleep apnea patients using information-based similarity. - Shan Wu; Duan Liang; Quanan Yang; Guanzheng Liu (Biomed. Signal Process. Control., 2021)

The novel approach of temporal dependency complexity analysis of heart rate variability in obstructive sleep apnea. - Lan Tang; Guanzheng Liu (Comput. Biol. Medicine, 2021)

Sleep apnea screening based on Photoplethysmography data from wearable bracelets using an information-based similarity approach. - Shan Wu; Mingjing Chen; Keming Wei; Guanzheng Liu (Comput. Methods Programs Biomed., 2021)

Short-Term HRV Analysis Using Nonparametric Sample Entropy for Obstructive Sleep Apnea. - Duan Liang; Shan Wu; Lan Tang; Kaicheng Feng; Guanzheng Liu (Entropy, 2021)

Similarity Changes Analysis for Heart Rate Fluctuation Regularity as a New Screening Method for Congestive Heart Failure. - Zeming Liu; Tian Chen; Keming Wei; Guanzheng Liu; Bin Liu (Entropy, 2021)

A Sleep Apnea Detection Method Based on Unsupervised Feature Learning and Single-Lead Electrocardiogram. - Kaicheng Feng; Hengji Qin; Shan Wu; Weifeng Pan 002; Guanzheng Liu (IEEE Trans. Instrum. Meas., 2021)

Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal. - Qi Shen 002; Hengji Qin; Keming Wei; Guanzheng Liu (IEEE Trans. Instrum. Meas., 2021)

Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network. - Quanan Yang; Lang Zou; Keming Wei; Guanzheng Liu (Comput. Biol. Medicine, 2022)

An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population. - Dan Wu 002; Guosheng Cui; Xiaoxiang Huang; Yining Chen; Guanzheng Liu; Lijie Ren; Ye Li 002 (Comput. Methods Programs Biomed., 2022)

A dual-model deep learning method for sleep apnea detection based on representation learning and temporal dependence. - Hengji Qin; Guanzheng Liu (Neurocomputing, 2022)

Multitask Residual Shrinkage Convolutional Neural Network for Sleep Apnea Detection Based on Wearable Bracelet Photoplethysmography. - Qi Shen 002; Xin Yang; Lang Zou; Keming Wei; Changhong Wang; Guanzheng Liu (IEEE Internet Things J., 2022)

Modified multiscale transfer entropy analysis of intra- and inter-couplings of cardio-respiratory systems during meditation. - Na Tian; Hairong Yu; ShaoFeng Zhao; Guanzheng Liu; Rong Song (Biomed. Signal Process. Control., 2023)

MS-Net: Sleep apnea detection in PPG using multi-scale block and shadow module one-dimensional convolutional neural network. - Keming Wei; Lang Zou; Guanzheng Liu; Changhong Wang (Comput. Biol. Medicine, 2023)

Lightweight Multi-task Hyperdimensional Computing Framework Driven by Binary Neural Network for Sleep Apnea Detection. - Tian Chen; Yi Liu; Guanzheng Liu; Changhong Wang (BioCAS, 2024)

A Multiscale Cross-Modal Interactive Fusion Network for Human Activity Recognition Using Wearable Sensors and Smartphones. - Xin Yang; Zeju Xu; Haodong Liu; Peter B. Shull; Stephen J. Redmond; Guanzheng Liu; Changhong Wang (IEEE Internet Things J., 2024)

Multiscale Bidirectional Temporal Convolutional Network for Sleep Apnea Detection Based on Wearable Photoplethysmography Bracelet. - Lang Zou; Guanzheng Liu (IEEE J. Biomed. Health Informatics, 2024)

Energy-Efficient Sleep Apnea Detection Using a Hyperdimensional Computing Framework Based on Wearable Bracelet Photoplethysmography. - Tian Chen; Jingtao Zhang; Zeju Xu; Stephen J. Redmond; Nigel H. Lovell; Guanzheng Liu; Changhong Wang (IEEE Trans. Biomed. Eng., 2024)

Multi-task self-supervised learning framework via contrastive restoration for sleep apnea syndrome detection using single-lead ECG. - Qi Shen 002; Guanzheng Liu; Zhiqiong Wang; Xinyao Liu; Junchang Xin (Biomed. Signal Process. Control., 2025)

A Topic-Guided Self-Attention Network for Daily Mental Wellbeing Prediction Using Mobile Devices. - Zeju Xu; Guanzheng Liu; Guozhen Zhao; Zhiguo Zhang 001; Chenzhong Li; Changhong Wang (IEEE Trans. Affect. Comput., 2025)

Graph-Weighted High-Dimensional Information-Based Similarity for Detecting Altered Brain Functional Connectivity in Sleep Apnea Patients. - Yanxun Lu; Zhe Fei; Jingtao Zhang; Zhuo Chen; Mingjing Chen; Changhong Wang; Guanzheng Liu (IEEE Trans. Instrum. Meas., 2025)

DIGS-Module: A Deformable Information Gain-Guided Scale Selection Structure Based on Physiological Signals for Classification. - Yu Wang; Changhong Wang; Weiyan Qiu; Guanzheng Liu (IEEE Internet Things J., 2025)