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Guiding fusion of dynamic functional and effective connectivity in spatio-temporal graph neural network for brain disorder classification
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309
作者:
Chen, Dongdong
;
Liu, Mengjun
;
Wang, Sheng
;
Li, Zheren
;
Bai, Lu
Adobe PDF(2248Kb)
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收藏
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浏览/下载:68/2
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提交时间:2025/02/12
Dynamic contrast enhanced MRI
Graph embeddings
Attention mechanisms
Brain connectivity
Brain disorders
Brain networks
Connectivity pattern
Effective connectivities
FMRI
Functional connectivity
Graph neural networks
Spatio-temporal graphs
MHNet: Multi-view High-Order Network for Diagnosing Neurodevelopmental Disorders Using Resting-State fMRI
期刊论文
JOURNAL OF IMAGING INFORMATICS IN MEDICINE, 2025
作者:
Li, Yueyang
;
Zeng, Weiming
;
Dong, Wenhao
;
Cai, Luhui
;
Wang, Lei
Adobe PDF(36515Kb)
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收藏
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浏览/下载:277/0
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提交时间:2024/07/26
Multi-view
High-order
Neurodevelopmental disorder
Graph neural network
Convolution neural network
rs-fMRI
Euclidean space
Non-Euclidean space
Short-Term Restriction of Physical and Social Activities Effects on Brain Structure and Connectivity
期刊论文
BRAIN SCIENCES, 2025, 卷号: 15, 期号: 1
作者:
Zhang, Yajuan
;
Guo, Lianghu
;
Gu, Zhuoyang
;
Yang, Qing
;
Han, Siyan
Adobe PDF(3501Kb)
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收藏
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浏览/下载:60/4
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提交时间:2025/02/12
lockdown environments
longitudinal study
resting-state fMRI
structural MRI
functional connectivity
Connectome-based predictive modelling of ageing, overall cognitive functioning and memory performance
期刊论文
EUROPEAN JOURNAL OF NEUROSCIENCE, 2024, 卷号: 60, 期号: 11
作者:
Gu, Yi
;
Guo, Lianghu
;
Cai, Xinyi
;
Yang, Qing
;
Sun, Jian
Adobe PDF(2810Kb)
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收藏
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浏览/下载:217/4
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提交时间:2024/11/28
ageing
brain connectivity
connectome-based predictive modelling
intelligence quotient
memory quotient
resting-state fMRI
Constructing hierarchical attentive functional brain networks for early AD diagnosis
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 94
作者:
Zhang, Jianjia
;
Guo, Yunan
;
Zhou, Luping
;
Wang, Lei
;
Wu, Weiwen
Adobe PDF(2260Kb)
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收藏
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浏览/下载:303/2
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提交时间:2024/04/12
Brain
Deep learning
Brain disease
Brain disease classification
Brain disorders
Brain networks
Conventional constructions
Disease classification
Functional brain network
Hierarchical representation
Rs-fMRI
Transformer
Self-supervised Learning with Adaptive Graph Structure and Function Representation for Cross-Dataset Brain Disorder Diagnosis
会议论文
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT XI, Palmeraie Conf Ctr,Marrakesh,MOROCCO, OCT 06-10, 2024
作者:
Chen, Dongdong
;
Yao, Linlin
;
Liu, Mengjun
;
Shen, Zhenrong
;
Hu, Yuqi
收藏
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浏览/下载:141/0
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提交时间:2024/12/17
Resting-state fMRI
Brain Connectivity Network
Graph Contrastive Learning
Graph Structure Learning
A Unified Multi-Modality Fusion Framework for Deep Spatio-Temporal-Spectral Feature Learning in Resting-State fMRI Denoising
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1-12
作者:
Lim, Minjoo
;
Heo, Keun-Soo
;
Kim, Jun-Mo
;
Kang, Bogyeong
;
Lin, Weili
Adobe PDF(4563Kb)
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收藏
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浏览/下载:285/4
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提交时间:2024/04/12
Deep learning
Feature extraction
Integrated circuits
Neural networks
Noise abatement
Three dimensional displays
Time series analysis
Timing circuits
Wavelet transforms
Convolutional neural network
De-noising
Deep learning
Features extraction
Integrated circuit modeling
Kernel
Multi-modality fusion
Resting state
Resting-state fMRI
Stream
Three-dimensional display
Time-series analysis
Denoising
Affinity Learning Based Brain Function Representation for Disease Diagnosis
会议论文
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT II, Palmeraie Conf Ctr,Marrakesh,MOROCCO, OCT 06-10, 2024
作者:
Liu, Mengjun
;
Song, Zhiyun
;
Chen, Dongdong
;
Wang, Xin
;
Zhuang, Zixu
收藏
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浏览/下载:147/0
|
提交时间:2024/12/17
Affinity learning
Brain function representation
rs-fMRI
Brain disease diagnosis
Novel linear and nonlinear features for the analysis of dynamic brain functional connectivity
期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 12, 页码: 13443-13451
作者:
Yinuo Zheng
;
Yibin Jin
;
Tangwei Cao
;
Runwei Lin
;
Yaodan Xu
Adobe PDF(1726Kb)
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收藏
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浏览/下载:314/3
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提交时间:2023/05/17
Alzheimer’s disease (AD)
dynamic functional connectivity (dFC)
electroencephalography (EEG)
functional magnetic resonance imaging (fMRI)
motor imagery
Calibrated fMRI Sensitive to Ketamine-Related Increases Throughout the Cortex
会议论文
BIOLOGICAL PSYCHIATRY
作者:
Driesen, Naomi
;
Herman, Peter
;
Rowland, Margaret A.
;
Thompson, Garth
;
Qiu, Maolin
收藏
|
浏览/下载:269/0
|
提交时间:2023/08/28
Calibrated fMRI
Brain metabolism
Ketamine
Psychedelic
Depression
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