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Dynamic Functional Connectivity Neural Network for Epileptic Seizure Prediction Using Multi-Channel EEG Signal
期刊论文
IEEE Signal Processing Letters, 2024, 卷号: 31, 页码: 1499-1503
作者:
Xu, Tao
;
Wu, Yajing
;
Tang, Yongqiang
;
Zhang, Wensheng
;
Cui, Zhihua
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/06/14
Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features
期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:
Gao, Jingjing
;
Qian, Maomin
;
Wang, Zhengning
;
Li, Yanling
;
Luo, Na
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/07/03
schizophrenia identification
multimodal MRI
deep graph neural networks
image marker
gene analysis
DeepGCN based on variable multi-graph and multimodal data for ASD diagnosis
期刊论文
CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2024, 页码: 15
作者:
Liu, Shuaiqi
;
Wang, Siqi
;
Sun, Chaolei
;
Li, Bing
;
Wang, Shuihua
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/07/03
machine learning
medical image processing
medical signal processing
Personalized functional network mapping for autism spectrum disorder and attention-deficit/hyperactivity disorder
期刊论文
TRANSLATIONAL PSYCHIATRY, 2024, 卷号: 14, 期号: 1, 页码: 11
作者:
Zhang, Jiang
;
Zhang, Zhiwei
;
Sun, Hui
;
Ma, Yingzi
;
Yang, Jia
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  |  
浏览/下载:3/0
  |  
提交时间:2024/03/26
Disrupted Gray Matter Networks Associated with Cognitive Dysfunction in Cerebral Small Vessel Disease
期刊论文
BRAIN SCIENCES, 2023, 卷号: 13, 期号: 10, 页码: 19
作者:
Gao, Yian
;
Wang, Shengpei
;
Xin, Haotian
;
Feng, Mengmeng
;
Zhang, Qihao
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  |  
浏览/下载:7/0
  |  
提交时间:2023/12/21
cerebral small vessel disease
cerebral microbleeds
voxel-based morphometry
gray matter networks
graph theory
A multimodal approach to estimating vigilance in SSVEP-based BCI
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 225, 页码: 16
作者:
Wang, Kangning
;
Qiu, Shuang
;
Wei, Wei
;
Zhang, Yukun
;
Wang, Shengpei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/11/17
Vigilance estimation
Brain -computer interface (BCI)
Graph neural network
Electroencephalogram (EEG)
Steady-state visual evoked potential (SSVEP)
Multimodal fusion
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Peng, Liang
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/21
Alzheimer's disease (AD)
cognitive assessment
convolutional neural networks (CNNs)
graph neural networks
structural magnetic resonance imaging (sMRI)
Lateral interaction by Laplacian-based graph smoothing for deep neural networks
期刊论文
CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2023, 页码: 18
作者:
Chen, Jianhui
;
Wang, Zuoren
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/16
artificial neural networks
biologically plausible
Laplacian-based graph smoothing
lateral interaction
machine learning
Decreased Local Specialization of Brain Structural Networks Associated with Cognitive Dysfuntion Revealed by Probabilistic Diffusion Tractography for Different Cerebral Small Vessel Disease Burdens
期刊论文
MOLECULAR NEUROBIOLOGY, 2023, 页码: 14
作者:
Feng, Mengmeng
;
Wen, Hongwei
;
Xin, Haotian
;
Wang, Shengpei
;
Gao, Yian
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/17
Cerebral small vessel disease burden
Diffusion tensor imaging
probabilistic tractography
Structural network
Graph theory
A Novel Biologically Inspired Structural Model for Feature Correspondence
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 2, 页码: 844-854
作者:
Lu, Yan-Feng
;
Yang, Xu
;
Li, Yi
;
Yu, Qian
;
Liu, Zhi-Yong
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Visualization
Biological system modeling
Biology
Brain modeling
Biological information theory
Task analysis
Strain
Appearance feature descriptor
biologically inspired model
feature correspondence
feature representation
graph matching (GM)
graph structure
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