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A Cross-Feature Mutual Learning Framework to Integrate Functional Connectivity and Activity for Brain Disorder Classification
会议论文
USA, July 15-19, 2024
作者:
Min Zhao
;
Rongtao Xu
;
Dongmei Zhi
;
Shan Yu
;
Vince D Calhoun
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/06/17
Aberrant brain dynamics and spectral power in children with ADHD and its subtypes
期刊论文
EUROPEAN CHILD & ADOLESCENT PSYCHIATRY, 2022, 页码: 12
作者:
Luo, Na
;
Luo, Xiangsheng
;
Zheng, Suli
;
Yao, Dongren
;
Zhao, Min
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2022/09/19
ADHD
Subtypes
EEG
Microstate dynamics
Spectral power
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
作者:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:31/0
  |  
提交时间: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
作者:
Feng, Aichen
;
Luo, Na
;
Zhao, Wentao
;
Calhoun, Vince D.
;
Jiang, Rongtao
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2022/06/10
early-onset schizophrenia (EOS)
MRI
multimodal fusion
PANSS
symptom prediction
An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data
期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者:
Miin Zhao
;
Weizheng Yan
;
Na Luo
;
Dongmei Zhi
;
Zening Fu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/06/17
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
收藏
  |  
浏览/下载:26/0
  |  
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
Dynamic functional network connectivity associated with post-traumatic stress symptoms in COVID-19 survivors
期刊论文
NEUROBIOLOGY OF STRESS, 2021, 卷号: 15, 页码: 10
作者:
Fu, Zening
;
Tu, Yiheng
;
Calhoun, Vince D.
;
Zhang, Yuqi
;
Zhao, Qing
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2021/10/29
Coronavirus disease 19 (COVID-19)
Post-traumatic stress symptoms (PTSS)
Functional magnetic resonance imaging (fMRI)
Dynamic functional network connectivity (dFNC)
Mental health
Centering inclusivity in the design of online conferences-An OHBM-Open Science perspective
期刊论文
GIGASCIENCE, 2021, 卷号: 10, 期号: 8, 页码: 14
作者:
Levitis, Elizabeth
;
van Praag, Cassandra D. Gould
;
Gau, Remi
;
Heunis, Stephan
;
DuPre, Elizabeth
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  |  
浏览/下载:49/0
  |  
提交时间:2021/10/29
online conferences
diversity
inclusivity
open science
collaborative events
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
作者:
Calhoun, Vince D.
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:72/0
  |  
提交时间: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
作者:
Yang, Xiao
;
Qi, Shile
;
Wang, Min
;
Calhoun, Vince D.
;
Sui, Jing
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2021/08/15
Major depressive disorder
Premorbid intelligence quotient
Subtypes
Cognition
Resting-state network
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