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2020 – today
- 2024
[j25]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): 27139-27152 (2024)- [j24]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): 2483-2494 (2024) - [j23]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): 1331-1340 (2024) - 2023
- [j22]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): 103983 (2023) - [j21]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: 106469 (2023) - 2022
- [j20]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: 105124 (2022) - [j19]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: 106842 (2022) - [j18]Hengji Qin, Guanzheng Liu:
A dual-model deep learning method for sleep apnea detection based on representation learning and temporal dependence. Neurocomputing 473: 24-36 (2022) - [j17]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): 25207-25222 (2022) - 2021
- [j16]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: 102370 (2021) - [j15]Lan Tang, Guanzheng Liu:
The novel approach of temporal dependency complexity analysis of heart rate variability in obstructive sleep apnea. Comput. Biol. Medicine 135: 104632 (2021) - [j14]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: 106442 (2021) - [j13]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): 267 (2021) - [j12]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): 1669 (2021) - [j11]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: 1-12 (2021) - [j10]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: 1-13 (2021) - [c7]Shan Wu, Guanzheng Liu:
Information-Based Similarity of Binary Symbol Sequence as a New Index for Sleep Apnea Research. BIBE 2021: 9:1-9:6 - [c6]Lan Tang, Guanzheng Liu:
Study on the Two-dimensional Sample Entropy of Sleep Apnea Based on the Hilbert-Huang Time-frequency Diagram. BIBE 2021: 12:1-12:6 - [c5]Lan Tang, Guanzheng Liu:
Obstructive Sleep Apnea Heart Rate Variability Analysis using Gramian Angular Field images and Two-dimensional Sample Entropy. ICBBS 2021: 89-94 - [c4]Keming Wei, Guanzheng Liu:
Obstructive Sleep Apnea Detection using Fuzzy Approximate Entropy of Extrema based on Multiple Moving Averages. ICBBS 2021: 106-111 - 2020
- [j9]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): 915 (2020)
2010 – 2019
- 2019
- [j8]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: 37708-37717 (2019) - [j7]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): 1169 (2019) - [j6]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): 175-183 (2019) - 2018
- [j5]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: 605-613 (2018) - [j4]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): 795 (2018) - [j3]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: 94-101 (2018) - [c3]Na Tian, Guanzheng Liu, Rong Song:
Effect of Deep Breathing on Interaction between Sympathetic and Parasympathetic Activities. CBS 2018: 628-631 - 2017
- [j2]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: 17514-17524 (2017) - [j1]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): 489 (2017) - [c2]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: 3369-3372 - 2011
- [c1]Qingsong Zhu, Guanzheng Liu, Yaoqin Xie:
Dynamic Video Segmentation via a Novel Recursive Kernel Density Estimation. ICIG 2011: 452-455
Coauthor Index
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