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Localization of myocardial infarction with multi-lead ECG based on DenseNet 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 203, 页码: 8
Authors:  Xiong, Peng;  Xue, Yanping;  Zhang, Jieshuo;  Liu, Ming;  Du, Haiman;  Zhang, Hong;  Hou, Zengguang;  Wang, Hongrui;  Liu, Xiuling
Favorite  |  View/Download:1/0  |  Submit date:2021/05/31
Multi-lead ECG  DenseNet  Structural characteristics  Myocardial infarction  
A multi-dimensional association information analysis approach to automated detection and localization of myocardial infarction 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021, 卷号: 97, 页码: 9
Authors:  Zhang, Jieshuo;  Liu, Ming;  Xiong, Peng;  Du, Haiman;  Zhang, Hong;  Lin, Feng;  Hou, Zengguang;  Liu, Xiuling
Favorite  |  View/Download:4/0  |  Submit date:2021/03/08
Myocardial infarction  Electrocardiograph  Multi-dimensional association tensor  Parallel factor analysis  Bagged decision tree  
A Computational Model to Investigate GABA-Activated Astrocyte Modulation of Neuronal Excitation 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020, 卷号: 2020, 页码: 13
Authors:  Li, Licong;  Zhou, Jin;  Sun, Hongji;  Liu, Jing;  Wang, Hongrui;  Liu, Xiuling;  Wang, Changyong
Favorite  |  View/Download:8/0  |  Submit date:2021/01/07
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:88/0  |  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:93/0  |  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:68/0  |  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:34/0  |  Submit date:2019/12/16
Stacked Sparse Auto-encoders  Ecg Arrhythmia Classification  Feature Extraction  Softmax Regression  
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:148/0  |  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:156/0  |  Submit date:2016/10/20
Denoising Auto-encoder (Dae)  Ecg Signal Denoising  Wavelet Transform (Wt)  Deep Neural Network (Dnn)