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Knowledge Commons of Institute of Automation,CAS
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脑网络组研究 [76]
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Sui, Jing [76]
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Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
Authors:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
;
Calhoun, Vince D.
Favorite
  |  
View/Download:9/0
  |  
Submit date:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
Multimodal brain deficits shared in early-onset and adult-onset schizophrenia predict positive symptoms regardless of illness stage
期刊论文
HUMAN BRAIN MAPPING, 2022, 页码: 12
Authors:
Feng, Aichen
;
Luo, Na
;
Zhao, Wentao
;
Calhoun, Vince D.
;
Jiang, Rongtao
;
Zhi, Dongmei
;
Shi, Weiyang
;
Jiang, Tianzi
;
Yu, Shan
;
Xu, Yong
;
Liu, Sha
;
Sui, Jing
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View/Download:24/0
  |  
Submit date:2022/06/10
early-onset schizophrenia (EOS)
MRI
multimodal fusion
PANSS
symptom prediction
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
Authors:
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.
Favorite
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View/Download:13/0
  |  
Submit date:2022/06/06
default mode network
dynamic functional network connectivity
machine learning
major depressive disorder
resting-state functional magnetic resonance imaging
Data-driven approaches to neuroimaging biomarkers for neurological and psychiatric disorders: emerging approaches and examples
期刊论文
CURRENT OPINION IN NEUROLOGY, 2021, 卷号: 34, 期号: 4, 页码: 469-479
Authors:
Calhoun, Vince D.
;
Pearlson, Godfrey D.
;
Sui, Jing
Favorite
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View/Download:38/0
  |  
Submit date:2021/08/15
data driven
data fusion
dynamics
multimodal
neuroimaging biomarkers
Subtypes of depression characterized by different cognitive decline and brain activity alterations
期刊论文
JOURNAL OF PSYCHIATRIC RESEARCH, 2021, 卷号: 138, 页码: 413-419
Authors:
Yang, Xiao
;
Qi, Shile
;
Wang, Min
;
Calhoun, Vince D.
;
Sui, Jing
;
Li, Tao
;
Ma, Xiaohong
Favorite
  |  
View/Download:31/0
  |  
Submit date:2021/08/15
Major depressive disorder
Premorbid intelligence quotient
Subtypes
Cognition
Resting-state network
Inhibition-directed multimodal imaging fusion patterns in adults with ADHD and its potential underlying "gene-brain-cognition" relationship
期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2021, 页码: 10
Authors:
Guo, Xiaojie
;
Liu, Lu
;
Li, Tiantian
;
Zhao, Qihua
;
Li, Hui
;
Huang, Fang
;
Wang, Yanfei
;
Qian, Qiujin
;
Cao, Qingjiu
;
Wang, Yufeng
;
Calhoun, Vince D.
;
Sui, Jing
;
Sun, Li
Favorite
  |  
View/Download:47/0
  |  
Submit date:2021/04/27
adults with attention-deficit/hyperactivity disorder
inhibition
multimodal MRI fusion
NOS1 ex1f-VNTR
Common and unique multimodal covarying patterns in autism spectrum disorder subtypes
期刊论文
MOLECULAR AUTISM, 2020, 卷号: 11, 期号: 1, 页码: 15
Authors:
Qi, Shile
;
Morris, Robin
;
Turner, Jessica A.
;
Fu, Zening
;
Jiang, Rongtao
;
Deramus, Thomas P.
;
Zhi, Dongmei
;
Calhoun, Vince D.
;
Sui, Jing
Adobe PDF(6135Kb)
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View/Download:63/1
  |  
Submit date:2021/01/06
Heterogeneity
Autism spectrum disorder
Asperger’
s disorder
Pervasive developmental disorder-not otherwise specified (PDD-NOS)
Autistic disorder
Multimodal fusion
Structural Brain Architectures Match Intrinsic Functional Networks and Vary across Domains: A Study from 15 000+Individuals
期刊论文
CEREBRAL CORTEX, 2020, 卷号: 30, 期号: 10, 页码: 5460-5470
Authors:
Luo, Na
;
Sui, Jing
;
Abrol, Anees
;
Chen, Jiayu
;
Turner, Jessica A.
;
Damaraju, Eswar
;
Fu, Zening
;
Fan, Lingzhong
;
Lin, Dongdong
;
Zhuo, Chuanjun
;
Xu, Yong
;
Glahn, David C.
;
Rodrigue, Amanda L.
;
Banich, Marie T.
;
Pearlson, Godfrey D.
;
Calhoun, Vince D.
Favorite
  |  
View/Download:42/0
  |  
Submit date:2021/01/07
intrinsic brain networks
independent component analysis (ICA)
structure-function coherence
unimodal cortex
heteromodal association cortex
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
Authors:
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.
Favorite
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View/Download:63/0
  |  
Submit date: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
Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 341, 期号: 108756, 页码: 10
Authors:
Zhao, Jianlong
;
Huang, Jinjie
;
Zhi, Dongmei
;
Yan, Weizheng
;
Ma, Xiaohong
;
Yang, Xiao
;
Li, Xianbin
;
Ke, Qing
;
Jiang, Tianzi
;
Calhoun, Vince D.
;
Sui, Jing
Adobe PDF(5325Kb)
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  |  
View/Download:96/2
  |  
Submit date:2020/08/03
Resting-state fMRI
Generative adversarial networks (GAN)
Deep learning
Classification
Major depressive disorders
Schizophrenia