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大连理工大学 [2]
兰州大学 [2]
湖南大学 [1]
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会议论文 [2]
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Multi-modality of polysomnography signals' fusion for automatic sleep scoring
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2019, 卷号: 49, 页码: 14-23
作者:
Yan, Rui
;
Zhang, Chi
;
Spruyt, Karen
;
Wei, Lai
;
Wang, Zhiqiang
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2019/12/02
Polysomnography
Multi-modality analysis
Rules of R&K
Automatic sleep scoring
An automatic sleep scoring toolbox: Multi-modality of Polysomnography Signals Processing
会议论文
16th International Joint Conference on e-Business and Telecommunications, ICETE 2019, Prague, Czech republic, 2019-07-26
作者:
Yan, Rui
;
Li, Fan
;
Wang, Xiaoyu
;
Ristaniemi, Tapani
;
Cong, Fengyu
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/02
HyCLASSS: A Hybrid Classifier for Automatic Sleep Stage Scoring
期刊论文
IEEE Journal of Biomedical and Health Informatics, 2018, 卷号: Vol.22 No.2, 页码: 375-385
作者:
Xiaojin Li
;
Licong Cui
;
Shiqiang Tao
;
Jing Chen
;
Xiang Zhang
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/26
A hybrid classification method using artificial neural network based decision tree for automatic sleep scoring
期刊论文
World Academy of Science, Engineering and Technology, 2011, 卷号: 79, 页码: 279-284
作者:
Ma, Haoyu
;
Hu, Bin
;
Jackson, Mike
;
Yan, Jingzhi
;
Zhao, Wen
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2016/07/15
Acquisition process
Artificial Neural Network
Automatic sleep scoring
Biological signals
Classification methods
Efficient method
Electroencephalogram signals
Error propagation
Feature sets
Hybrid classification
Neural network classifier
Pervasive applications
Sleep
Sleep stage
Automatic sleep stage scoring using hilbert-huang transform with BP neural network
会议论文
4th International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2010, Chengdu, China, June 18, 2010 - June 20, 2010
作者:
Liu, Yuelei
;
Yan, Lanfeng
;
Zeng, Bo
;
Wang, Wei
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  |  
浏览/下载:2/0
  |  
提交时间:2017/01/18
Neural networks
Bioinformatics
Diagnosis
Mathematical transformations
Sleep research
Vibration measurement
Back-propagation neural networks
BP neural network
BP neural networks
EEG signals
Hilbert Huang transforms
Human subjects
Novel methods
Recognition rates
Sleep EEG
Sleep quality
Sleep stage
Sleep state
Slow wave
Three-layer
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