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山东大学 [14]
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清华大学 [4]
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期刊论文 [48]
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A method to detect sleep apnea using residual attention mechanism network from single-lead ECG signal
期刊论文
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2022
作者:
Wang, Tao
;
Lu, Changhua
;
Sun, Yining
;
Fang, Hengyang
;
Jiang, Weiwei
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/12/23
attention mechanism
ECG signal
R-peak signal
residual network
RR interval signal
sleep apnea
Automated Localization of Myocardial Infarction of Image-Based Multilead ECG Tensor With Tucker2 Decomposition
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 15
作者:
Zhang, Jieshuo
;
Liu, Ming
;
Xiong, Peng
;
Du, Haiman
;
Zhang, Hong
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/06/06
Electrocardiography
Feature extraction
Tensors
Data mining
Location awareness
Lead
Heart beat
Electrocardiograph
image-based heartbeat tensor
morphological core tensor
myocardial infarction (MI)
Tucker2 decomposition
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
作者:
Zhang, Jieshuo
;
Liu, Ming
;
Xiong, Peng
;
Du, Haiman
;
Zhang, Hong
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/03/08
Myocardial infarction
Electrocardiograph
Multi-dimensional association tensor
Parallel factor analysis
Bagged decision tree
SleepZzNet: Sleep Stage Classification Using Single-Channel EEG Based on CNN and Transformer
会议论文
成都, 2021-9-7
作者:
Chen HY(陈惠宇)
;
Yin ZG(尹志刚)
;
Zhang P(张鹏)
;
Liu PF(刘盼飞)
收藏
  |  
浏览/下载:103/0
  |  
提交时间:2021/07/01
Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network
期刊论文
ENTROPY, 2021, 卷号: 23
作者:
Wang, Tao
;
Lu, Changhua
;
Sun, Yining
;
Yang, Mei
;
Liu, Chun
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/03/15
arrhythmia
continuous wavelet transform
convolutional neural network
deep learning
ECG classification
heartbeat classification
Comparison Analysis of Different Time-Scale Heart Rate Variability Signals for Mental Workload Assessment in Human-Robot Interaction
期刊论文
Wireless Communications and Mobile Computing, 2021, 卷号: 2021, 页码: 1-12
作者:
Shao SL(邵士亮)
;
Wang T(王挺)
;
Li YW(李亚伟)
;
Song CH(宋纯贺)
;
Jiang YH(江亦涵)
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/10/30
Inter-Patient ECG Classification With Symbolic Representations and Multi-Perspective Convolutional Neural Networks
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 5, 页码: 1321-1332
作者:
Niu, Jinghao
;
Tang, Yongqiang
;
Sun, Zhengya
;
Zhang, Wensheng
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2020/06/22
Heart beat
Electrocardiography
Heart rate variability
Deep learning
Feature extraction
Task analysis
Informatics
ECG classification
biomedical monitoring
convolutional neural network
deep learning
An intelligent learning approach for improving ECG signal classification and arrhythmia analysis
期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2020, 卷号: 103, 页码: 14
作者:
Sangaiah, Arun Kumar
;
Arumugam, Maheswari
;
Bian, Gui-Bin
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  |  
浏览/下载:15/0
  |  
提交时间:2020/06/02
ECG
Noise suppression
Baseline wander (BW)
Power line interference (PLI)
Electromyography (EMG)
Signal to noise ratio (SNR)
Devoted wavelet
Feature extraction
HMM (Hidden Markov Model)
Cardiac arrhythmia
InterPatient ECG Classification with Symbolic Representations and MultiPerspective Convolutional Neural Networks
期刊论文
IEEE Journal of Biomedical and Health Informatics, 2020, 卷号: 24, 期号: 5, 页码: 1321-1332
作者:
Niu, Jinghao
;
Tang, Yongqiang
;
Sun, Zhengya
;
Zhang, Wensheng
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/05/08
Ecg Classification
Convolutional Neural Network
Deep Learning
Biomedical Monitoring
Automatic Classification of Cardiac Arrhythmias Based on Hybrid Features and Decision Tree Algorithm
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 551-561
作者:
Santanu Sahoo
;
Asit Subudhi
;
Manasa Dash
;
Sukanta Sabut
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/02/22
Electrocardiogram (ECG)
cardiac arrhythmias
empirical mode decomposition (EMD)
variational mode decomposition (VMD)
hybrid features
decision tree classifier.
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