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Multi-lead model-based ECG signal denoising by guided filter 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 卷号: 79, 页码: 34-44
Authors:  Hao, Huaqing;  Liu, Ming;  Xiong, Peng;  Du, Haiman;  Zhang, Hong;  Lin, Feng;  Hou, Zengguang;  Liu, Xiuling
Favorite  |  View/Download:53/0  |  Submit date:2019/07/12
Electrocardiograph (ECG) denoising  Multi-lead model-based ECG signal  Guided filter  Sparse autoencoder  
Automated Detection and Localization of Myocardial Infarction With staked Sparse Autoencoder and TreeBagger 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 70634-70642
Authors:  Zhang, Jieshuo;  Lin, Feng;  Xiong, Peng;  Du, Haiman;  Zhang, Hong;  Liu, Ming;  Hou, Zengguang;  Liu, Xiuling
Favorite  |  View/Download:50/0  |  Submit date:2019/09/30
Electrocardiograph  myocardial infarction  sparse autoencoder  bagged decision tree  deep learning networks  
Constructing a Guided Filter by Exploiting the Butterworth Filter for ECG Signal Enhancement 期刊论文
JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2018, 卷号: 38, 期号: 6, 页码: 980-992
Authors:  Liu, Ming;  Hao, HuaQing;  Xiong, Peng;  Lin, Feng;  Hou, ZengGuang;  Liu, Xiuling
Favorite  |  View/Download:41/0  |  Submit date:2019/07/12
Telemedicine  Electrocardiogram signal enhancement  Butterworth high-pass filter  Guided filter  
A novel electrocardiogram arrhythmia classification method based on stacked sparse auto-encoders and softmax regression 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 10, 页码: 1733-1740
Authors:  Yang, Jianli;  Bai, Yang;  Lin, Feng;  Liu, Ming;  Hou, Zengguang;  Liu, Xiuling
Favorite  |  View/Download:15/0  |  Submit date:2019/12/16
Stacked Sparse Auto-encoders  Ecg Arrhythmia Classification  Feature Extraction  Softmax Regression  
带状态预测器的领导跟随系统一致性研究 期刊论文
控制工程, 2017, 卷号: 24, 期号: 8, 页码: 1617
Authors:  熊鹏;  王琛阳;  王云鹏;  刘秀玲;  王洪瑞
Favorite  |  View/Download:3/0  |  Submit date:2020/03/30
A stacked contractive denoising auto-encoder for ECG signal denoising 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2016, 卷号: 37, 期号: 12, 页码: 2214-2230
Authors:  Xiong, Peng;  Wang, Hongrui;  Liu, Ming;  Lin, Feng;  Hou, Zengguang;  Liu, Xiuling
Favorite  |  View/Download:127/0  |  Submit date:2017/02/14
Electrocardiogram (Ecg)  Denoising Auto-encoder (Dae)  Baseline Wander  Motion Artifacts  Electrode Contact Noise  
ECG signal enhancement based on improved denoising auto-encoder 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2016, 卷号: 52, 页码: 194-202
Authors:  Xiong, Peng;  Wang, Hongrui;  Liu, Ming;  Zhou, Suiping;  Hou, Zengguang;  Liu, Xiuling
Favorite  |  View/Download:126/0  |  Submit date:2016/10/20
Denoising Auto-encoder (Dae)  Ecg Signal Denoising  Wavelet Transform (Wt)  Deep Neural Network (Dnn)  
基于卷积神经网络的t波形态分类 期刊论文
自动化学报, 2016, 卷号: 42, 期号: 9, 页码: 1339
Authors:  刘明;  李国军;  郝华青;  侯增广;  刘秀玲
Favorite  |  View/Download:2/0  |  Submit date:2020/03/30