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普适化三导脑电抑郁感算一体化关键问题研究
学位论文
工学硕士, 兰州: 兰州大学, 2023
Authors:
刘峥珂
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  |  
  
Submit date:2023/11/15
抑郁症
Depression
脑电信号
EEG signal
神经网络
Neural Network
片上系统
System on Chip
基于静息态脑电数据的高阶脑网络分析和抑郁识别研究
学位论文
工学硕士, 兰州: 兰州大学, 2023
Authors:
孔文文
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Submit date:2023/11/15
抑郁症
depression
脑电
EEG
高阶脑网络
higher-order brain network
功能连接
functional connectivity
图论
graph theory
Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals
期刊论文
IEEE Journal of Biomedical and Health Informatics, 2023, 卷号: PP, 期号: 99, 页码: 1-12
Authors:
S. Sun
;
H. Chen
;
G. Luo
;
C. Yan
;
Q. Dong
;
X. Shao
;
X. Li
;
B. Hu
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  |  
  
Submit date:2023/05/25
EEG
major depressive disorder
clustering
fusion
classification
Analysis of functional connectivity in depression based on a weighted hyper-network method
期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 1
Authors:
Shao, Xuexiao
;
Kong, Wenwen
;
Sun, Shuting
;
Li, Na
;
Li, Xiaowei
;
Hu, Bin
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  |  
  
Submit date:2023/04/12
hyper-network
weighted hyper-edge
functional connectivity
depression
resting-state EEG data
Analysis of functional connectivity in depression based on a weighted hyper-network method
期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 1
Authors:
Shao, Xuexiao
;
Kong, Wenwen
;
Sun, Shuting
;
Li, Na
;
Li, XW(李小伟)
;
Hu, B(胡斌)
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  |  
  
Submit date:2023/04/12
Brain
Classification (of information)
Diagnosis
Brain connectivity
Brain networks
Brain regions
Depression
Functional connectivity
Hyper-network
Network methods
Resting state
Resting-state EEG data
Weighted hyper-edge
Analysis of functional connectivity in depression based on a weighted hyper-network method
期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 1
Authors:
Shao, Xuexiao
;
Kong, Wenwen
;
Sun, Shuting
;
Li, Na
;
Li, XW(李小伟)
;
Hu, B(胡斌)
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  |  
  
Submit date:2023/07/18
Brain
Classification (of information)
Diagnosis
Brain connectivity
Brain networks
Brain regions
Depression
Functional connectivity
Hyper-network
Network methods
Resting state
Resting-state EEG data
Weighted hyper-edge
EEG based depression recognition using improved graph convolutional neural network
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 148
Authors:
Zhu, Jing
;
Jiang, Changting
;
Chen, Junhao
;
Lin, Xiangbin
;
Yu, Ruilan
;
Li, Xiaowei
;
Bin Hu
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  |  
  
Submit date:2022/11/09
Depression
EEG
Graph convolution network
Classification
EEG based depression recognition using improved graph convolutional neural network
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 148
Authors:
Zhu, J(祝婧)
;
Jiang, Changting
;
Chen, Junhao
;
Lin, Xiangbin
;
Yu, Ruilan
;
Li, XW(李小伟)
;
Hu, B(胡斌)
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  |  
  
Submit date:2022/11/08
Brain
Convolutional neural networks
Electroencephalography
Electrophysiology
Graph theory
Matrix algebra
Multilayer neural networks
Network layers
Spectral density
Convolutional neural network
Depression
Diagnostic methods
Graph convolution network
Input layers
Linear feature
Normal controls
Objective methods
Resting state
Weight matrices
A Hybrid Classification to Detect Abstinent Heroin-Addicted Individuals Using EEG Microstates
期刊论文
IEEE Transactions on Computational Social Systems, 2022, 卷号: 9, 期号: 3, 页码: 700-709
Authors:
Wang, Juan
;
Peng, Ru
;
Liu, Quanying
;
Peng, Hong
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  |  
  
Submit date:2022/04/20
Electroencephalography
Feature extraction
Drugs
Electrodes
Topology
Time series analysis
Support vector machines
Binary classification
electroencephalography (EEG)
heroin addiction
microstate
Classification (of information)
Computer aided diagnosis
Electrophysiology
Genetic algorithms
Drug
Features extraction
Heroin addiction
Individual control
Microstate.
Microstates
Support vectors machine
Time-series analysis
A Hybrid Classification to Detect Abstinent Heroin-Addicted Individuals Using EEG Microstates
期刊论文
IEEE Transactions on Computational Social Systems, 2022, 卷号: 9, 期号: 3, 页码: 700-709
Authors:
Wang, Juan
;
Peng, Ru
;
Liu, Quanying
;
Peng, H(彭宏)
Favorite
  |  
  
Submit date:2022/11/08
Electrophysiology
Support vector machines
Genetic algorithms
Binary classification
Drug
Electroencephalography
Features extraction
Heroin addiction
Individual control
Microstate.
Microstates
Support vectors machine
Time-series analysis