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FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
Childhood trauma is linked to abnormal static-dynamic brain topology in adolescents with major depressive disorder
期刊论文
INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2023, 卷号: 23, 期号: 4, 页码: 9
作者:
Li, Xuemei
;
Huang, Yang
;
Liu, Mengqi
;
Zhang, Manqi
;
Liu, Yang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/11/17
Childhood trauma
Major depressive disorder
Adolescent
Functional neuroimaging
Brain network
Driving brain state transitions in major depressive disorder through external stimulation
期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
作者:
Shengpei Wang
;
Hongwei Wen
;
Shuang Qiu
;
Peng Xie
;
Jiang Qiu
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/01/17
The development of cortical functional hierarchy is associated with the molecular organization of prenatal/postnatal periods
期刊论文
CEREBRAL CORTEX, 2022, 页码: 14
作者:
Zhao, Yuxin
;
Wang, Meng
;
Hu, Ke
;
Wang, Qi
;
Lou, Jing
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  |  
浏览/下载:18/0
  |  
提交时间:2022/11/14
cortical development
fMRI
gene expression
postnatal
prenatal
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:27/0
  |  
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:26/0
  |  
提交时间:2022/06/10
early-onset schizophrenia (EOS)
MRI
multimodal fusion
PANSS
symptom prediction
Unrevealing Reliable Cortical Parcellation of Individual Brains Using Resting-State Functional Magnetic Resonance Imaging and Masked Graph Convolutions
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 14
作者:
Qiu, Wenyuan
;
Ma, Liang
;
Jiang, Tianzi
;
Zhang, Yu
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/10
functional connectivity
cortical parcellation
intersubject variability
topographic variability
resting-state fMRI (rfMRI)
test-retest reliability
graph neural network
A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 300, 页码: 1-9
作者:
Sun, Kai
;
Liu, Zhenyu
;
Chen, Guanmao
;
Zhou, Zhifeng
;
Zhong, Shuming
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
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
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/06/06
Functional magnetic resonance imaging
Multilayer networks
Dynamic functional connectivity
Consciousness
Sedation
Dexmedetomidine
Effect of Phase-Encoding Direction on Gender Differences: A Resting-State Functional Magnetic Resonance Imaging Study
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 15, 页码: 13
作者:
Wang, Yun
;
Chen, Xiongying
;
Liu, Rui
;
Zhang, Zhifang
;
Zhou, Jingjing
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2022/03/21
phase-encoding direction
functional magnetic resonance imaging
spontaneous brain activity
functional connectivity
gender difference
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