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Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
Adobe PDF(4570Kb)
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浏览/下载:242/61
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提交时间:2022/12/27
Decoding
Brain modeling
Functional magnetic resonance imaging
Predictive models
Emotion recognition
Dimensionality reduction
Pattern recognition
Fine-grained emotion decoding
multi-label learning
multi-view learning
product of experts (PoEs)
variational autoencoder
Dynamic reconfiguration of human brain networks across altered states of consciousness
期刊论文
BEHAVIOURAL BRAIN RESEARCH, 2022, 卷号: 419, 页码: 11
作者:
Liu, Haiyang
;
Hu, Ke
;
Peng, Yingjie
;
Tian, Xiaohan
;
Wang, Meng
;
Ma, Bo
;
Wu, Youxuan
;
Sun, Wanchen
;
Liu, Bing
;
Li, Ang
;
Han, Ruquan
收藏
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浏览/下载:236/0
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提交时间:2022/06/06
Functional magnetic resonance imaging
Multilayer networks
Dynamic functional connectivity
Consciousness
Sedation
Dexmedetomidine
Abnormal Dynamic Functional Network Connectivity Estimated from Default Mode Network Predicts Symptom Severity in Major Depressive Disorder
期刊论文
BRAIN CONNECTIVITY, 2021, 卷号: 11, 期号: 10, 页码: 838-849
作者:
Sendi, Mohammad S. E.
;
Zendehrouh, Elaheh
;
Sui, Jing
;
Fu, Zening
;
Zhi, Dongmei
;
Lv, Luxian
;
Ma, Xiaohong
;
Ke, Qing
;
Li, Xianbin
;
Wang, Chuanyue
;
Abbott, Christopher C.
;
Turner, Jessica A.
;
Miller, Robyn L.
;
Calhoun, Vince D.
收藏
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浏览/下载:236/0
  |  
提交时间:2022/06/06
default mode network
dynamic functional network connectivity
machine learning
major depressive disorder
resting-state functional magnetic resonance imaging
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 600-614
作者:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
Wang, Haibao
;
He, Huiguang
Adobe PDF(8742Kb)
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浏览/下载:380/154
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提交时间:2022/03/17
Decoding
Image reconstruction
Functional magnetic resonance imaging
Visualization
Task analysis
Brain
Correlation
Deep neural network (DNN)
functional magnetic resonance imaging (fMRI)
image reconstruction
multioutput regression
neural decoding
Attention deficit/hyperactivity disorder Classification based on deep spatio-temporal features of functional Magnetic Resonance Imaging
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 卷号: 71, 页码: 10
作者:
Liu, Shuaiqi
;
Zhao, Ling
;
Zhao, Jie
;
Li, Bing
;
Wang, Shui-Hua
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浏览/下载:219/0
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提交时间:2021/12/28
Attention deficit
hyperactivity disorder
Resting functional magnetic resonance imaging
Classification
Convolutional gated recurrent unit
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
作者:
Yao, Dongren
;
Sui, Jing
;
Wang, Mingliang
;
Yang, Erkun
;
Jiaerken, Yeerfan
;
Luo, Na
;
Yap, Pew-Thian
;
Liu, Mingxia
;
Shen, Dinggang
Adobe PDF(2425Kb)
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浏览/下载:377/67
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提交时间:2021/05/17
Functional magnetic resonance imaging
Convolution
Diseases
Fuses
Brain modeling
Neuroimaging
White matter
Brain connectivity
graph convolutional network
triplet
classification
Computational Decision Support System for ADHD Identification
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 233-255
作者:
Senuri De Silva
;
Sanuwani Dayarathna
;
Gangani Ariyarathne
;
Dulani Meedeniya
;
Sampath Jayarathna
;
Anne M. P. Michalek
Adobe PDF(1937Kb)
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浏览/下载:258/76
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提交时间:2021/04/22
Attention deficit/hyperactivity disorder (ADHD)
functional magnetic resonance imaging (fMRI)
eye movement data
seed-based correlation
ensembled model
convolutional neural network (CNN)
default mode network (DMN)
saccades
fixations
ADHD-Care decision support system (DDS)
fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 170-184
作者:
Shuo Huang
;
Wei Shao
;
Mei-Ling Wang
;
Dao-Qiang Zhang
Adobe PDF(4328Kb)
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收藏
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浏览/下载:149/37
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提交时间:2021/04/22
Functional magnetic resonance imaging (fMRI)
functional alignment
brain activity, brain decoding
visual stimuli reconstruction
Inferring Functional Connectivity in fMRI Using Minimum Partial Correlation
期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 4, 页码: 371-385
作者:
Lei Nie
;
Xian Yang1 Pau(l)
;
M. Matthews
;
Zhi-Wei Xu
;
Yi-Ke Guo
Adobe PDF(2876Kb)
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收藏
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浏览/下载:338/204
  |  
提交时间:2021/02/23
Functional connectivity
functional magnetic resonance imaging (fMRI)
network modelling
partial correlation
PCalgorithm
resting-state networks.
Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 9, 页码: 2572-2584
作者:
Falakshahi, Haleh
;
Vergara, Victor M.
;
Liu, Jingyu
;
Mathalon, Daniel H.
;
Ford, Judith M.
;
Voyvodic, James
;
Mueller, Bryon A.
;
Belger, Aysenil
;
McEwen, Sarah
;
Potkin, Steven G.
;
Preda, Adrian
;
Rokham, Hooman
;
Sui, Jing
;
Turner, Jessica A.
;
Plis, Sergey
;
Calhoun, Vince D.
收藏
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浏览/下载:308/0
  |  
提交时间:2020/09/28
Functional magnetic resonance imaging
Diseases
Graphical models
Psychiatry
Correlation
Translational research
Connectivity
covariance matrix
data fusion
default mode network
dMRI
fMRI
GGM
graphical model
joint estimation
partial correlation
precision matrix
sMRI