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Automatic sleep staging with a single-channel EEG based on ensemble empirical mode decomposition
Cong Liu, Bin Tan, Mingyu Fu, Jinlian Li, Jun Wang, Fengzhen Hou
*
,
Albert Yang
*
此作品的通信作者
腦科學研究所
腦科學研究中心
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38
引文 斯高帕斯(Scopus)
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Keyphrases
Electroencephalogram
100%
Ensemble Empirical Mode Decomposition
100%
Single-channel Electroencephalogram
100%
Automatic Sleep Staging
100%
Electroencephalography
50%
Intrinsic Mode Function
50%
Sleep Scoring
50%
Sleep Heart Health Study
50%
Subject Database
50%
Polysomnography
25%
Classification Model
25%
Dry Electrodes
25%
Scoring Method
25%
Promising Applications
25%
Computationally Efficient
25%
Objective Evaluation
25%
Forehead
25%
Domain Dynamics
25%
Effective Intervention
25%
Sleep Stages
25%
Sleep Disorders
25%
Sleep Monitoring
25%
Sleep Staging
25%
PhysioNet
25%
Sleep Medicine
25%
5-fold Cross Validation
25%
Extreme Gradient Boosting (XGBoost) Algorithm
25%
Statistical Time
25%
Staging Scheme
25%
Nonlinear Dynamic Characteristics
25%
Engineering
Single Channel
100%
Empirical-Mode Decomposition
100%
Intrinsic Mode Function
66%
Time Domain
33%
Non-Linear Dynamic
33%
Objective Evaluation
33%
Computer Science
empirical mode decomposition
100%
Extreme Gradient Boosting
66%
Classification Models
33%
Fold Cross Validation
33%
Statistical Time
33%
Neuroscience
Electroencephalogram
100%
Sleep Time
11%
Sleep Disorder
11%
Sleep Medicine
11%
Sleep Stage
11%