Liqun Zhao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 29

Top Topics

Reinforcement Learning

Atrial Fibrillation

Top Venues

Biomed. Signal Process. Control.

Publications

Yunqing Liu, Jinlei Liu, Yuanyuan Tian, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs. Appl. Soft Comput. 154 (2024)
Liqun Zhao, Keyan Miao, Konstantinos Gatsis, Antonis Papachristodoulou
NLBAC: A Neural Ordinary Differential Equations-based Framework for Stable and Safe Reinforcement Learning. CoRR (2024)
Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Mengxiao Wang, Liqun Zhao, Chengliang Liu
Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks. Biomed. Signal Process. Control. 95 (2024)
Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Jinlei Liu, Mengxiao Wang, Xiaoyang Wei, Liqun Zhao, Chengliang Liu
M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion. Eng. Appl. Artif. Intell. 136 (2024)
Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Chengliang Liu, Liqun Zhao, Xiaoxue Yang
A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring. FSDM (2023)
Liqun Zhao, Konstantinos Gatsis, Antonis Papachristodoulou
Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach. CDC (2023)
Yanrui Jin, Zhiyuan Li, Chengjin Qin, Jinlei Liu, Yunqing Liu, Liqun Zhao, Chengliang Liu
A novel attentional deep neural network-based assessment method for ECG quality. Biomed. Signal Process. Control. 79 (Part) (2023)
Yuanyuan Tian, Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Mengxiao Wang, Liqun Zhao, Xiaoxue Yang, Chenliang Liu
Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset. FSDM (2023)
Liqun Zhao, Konstantinos Gatsis, Antonis Papachristodoulou
A Barrier-Lyapunov Actor-Critic Reinforcement Learning Approach for Safe and Stable Control. CoRR (2023)
Yunqing Liu, Jinlei Liu, Chengjin Qin, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning. Appl. Intell. 53 (21) (2023)
Jinlei Liu, Yanrui Jin, Yunqing Liu, Zhiyuan Li, Chengjin Qin, Xiaojun Chen, Liqun Zhao, Chengliang Liu
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks. Comput. Biol. Medicine 150 (2022)
Chunxiang Wang, Mingsi Tong, Liqun Zhao, Xinghu Yu, Songlin Zhuang, Huijun Gao
DanioSense: Automated High-Throughput Quantification of Zebrafish Larvae Group Movement. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Yanrui Jin, Jinlei Liu, Yunqing Liu, Chengjin Qin, Zhiyuan Li, Dengyu Xiao, Liqun Zhao, Chengliang Liu
A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection. IEEE Trans. Instrum. Meas. 71 (2022)
Liqun Zhao, Lingmei Ren, Li Li
Interference Aware Channel Assignment Algorithm for D2D Multicast Underlying Cellular Networks. KSII Trans. Internet Inf. Syst. 16 (8) (2022)
Yunqing Liu, Yanrui Jin, Jinlei Liu, Chengjin Qin, Ke Lin, Haotian Shi, Jianfeng Tao, Liqun Zhao, Chengliang Liu
Precise and efficient heartbeat classification using a novel lightweight-modified method. Biomed. Signal Process. Control. 68 (2021)
Haotian Shi, Haoren Wang, Chengjin Qin, Liqun Zhao, Chengliang Liu
An incremental learning system for atrial fibrillation detection based on transfer learning and active learning. Comput. Methods Programs Biomed. 187 (2020)
Haoren Wang, Haotian Shi, Xiaojun Chen, Liqun Zhao, Yixiang Huang, Chengliang Liu
An Improved Convolutional Neural Network Based Approach for Automated Heartbeat Classification. J. Medical Syst. 44 (2) (2020)
Haotian Shi, Chengjin Qin, Dengyu Xiao, Liqun Zhao, Chengliang Liu
Automated heartbeat classification based on deep neural network with multiple input layers. Knowl. Based Syst. 188 (2020)
Haoren Wang, Haotian Shi, Xiaojun Chen, Liqun Zhao, Yixiang Huang, Chengliang Liu
A High Precision Real-time Premature Ventricular Contraction Assessment Method based on the Complex Feature Set. J. Medical Syst. 44 (1) (2020)
Haoren Wang, Haotian Shi, Ke Lin, Chengjin Qin, Liqun Zhao, Yixiang Huang, Chengliang Liu
A high-precision arrhythmia classification method based on dual fully connected neural network. Biomed. Signal Process. Control. 58 (2020)
Haotian Shi, Haoren Wang, Fei Zhang, Yixiang Huang, Liqun Zhao, Chengliang Liu
Inter-patient heartbeat classification based on region feature extraction and ensemble classifier. Biomed. Signal Process. Control. 51 (2019)
Liqun Zhao, Hongpeng Wang, Xiaoxiong Zhong
Interference-Aware Channel Assignment Algorithm in D2D overlaying Cellular Networks. KSII Trans. Internet Inf. Syst. 13 (4) (2019)
Haotian Shi, Haoren Wang, Yanrui Jin, Liqun Zhao, Chengliang Liu
Automated Heartbeat Classification Based on Convolutional Neural Network with Multiple Kernel Sizes. BigDataService (2019)
Haotian Shi, Haoren Wang, Yixiang Huang, Liqun Zhao, Chengjin Qin, Chengliang Liu
A hierarchical method based on weighted extreme gradient boosting in ECG heartbeat classification. Comput. Methods Programs Biomed. 171 (2019)
Haoren Wang, Haotian Shi, Ke Lin, Liqun Zhao, Chengliang Liu
A High-Precise Arrhythmia Detection Method Based on Biorthogonal Wavelet and Fully Connected Neural Network. BigDataService (2019)
Liqun Zhao, Hongpeng Wang, Xiaoxiong Zhong
Interference Graph Based Channel Assignment Algorithm for D2D Cellular Networks. IEEE Access 6 (2018)
Liqun Zhao, Hongpeng Wang
Optimizing the System Performance of Relay Enhanced Cellular Networks through Time Partitioning. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (10) (2017)
Liqun Zhao, Hongpeng Wang, Xiaoxiong Zhong
An Association Approach that Combines Resource Consumption and Load Balancing in Heterogeneous Cellular Networks. iThings/GreenCom/CPSCom/SmartData (2017)
Liqun Zhao, Hongpeng Wang, Xiaoxiong Zhong
On the Optimal Spectrum Partitioning in D2D Enhanced Cellular Sensor Networks. WICON (2017)
Yang Qin, Daojun Xue, Liqun Zhao, Chee Kheong Siew, Hongying He
A novel approach for supporting deterministic quality-of-service in WDM EPON networks. Opt. Switch. Netw. 10 (4) (2013)
Yang Qin, Yao Shi, Qiwei Sun, Liqun Zhao
Analysis for unfairness of TCP outcast problem in data center networks. International Teletraffic Congress (2013)
Liqun Zhao, Yang Qin, Maode Ma, Xiaoxiong Zhong, Li Li
QoS guaranteed resource block allocation algorithm in LTE downlink. CHINACOM (2012)