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期刊论文 [22]
会议论文 [1]
发表日期
2018 [23]
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Machine learning in major depression: From classification to treatment outcome prediction
期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
作者:
Gao, Shuang
;
Calhoun, Vince D.
;
Sui, Jing
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/01/08
classification
machine learning
magnetic resonance imaging
major depressive disorder
review
Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients
期刊论文
ACTA PSYCHIATRICA SCANDINAVICA, 2018, 卷号: 138, 期号: 5, 页码: 472-482
作者:
Osuch, E.
;
Gao, S.
;
Wammes, M.
;
Theberge, J.
;
Willimason, P.
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  |  
浏览/下载:39/0
  |  
提交时间:2019/01/08
mood disorders
bipolar disorder
functional neuroimaging
machine learning
differential diagnosis
Aberrant intrinsic functional connectivity in thalamo-cortical networks in major depressive disorder
期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1063-1072
作者:
Kong, Qing-Mei
;
Qiao, Hong
;
Liu, Chao-Zhong
;
Zhang, Ping
;
Li, Ke
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  |  
浏览/下载:79/0
  |  
提交时间:2018/11/24
Cortex
Functional Connectivity
Major Depressive Disorder
Resting-state Fmri
Thalamus
Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder
期刊论文
FRONTIERS IN PSYCHIATRY, 2018, 卷号: 9
作者:
Zhi, Dongmei
;
Calhoun, Vince D.
;
Lv, Luxian
;
Ma, Xiaohong
;
Ke, Qing
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  |  
浏览/下载:60/0
  |  
提交时间:2018/10/10
Major Depressive Disorder
Independent Component Analysis
Dynamic Functional Network Connectivity
Graph Theory
Resting-state Functional Magnetic Resonance Imaging
fMRI classification method with multiple feature fusion based on minimum spanning tree analysis
期刊论文
PSYCHIATRY RESEARCH-NEUROIMAGING, 2018, 卷号: 277, 页码: 14-27
作者:
Guo, Hao
;
Yan, Pengpeng
;
Cheng, Chen
;
Li, Yao
;
Chen, Junjie
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  |  
浏览/下载:23/0
  |  
提交时间:2019/12/16
Functional brain network
Minimum spanning tree
Classifier
Depression
Multiple feature fusion
From feedback loop transitions to biomarkers in the psycho-immune-neuroendocrine network: Detecting the critical transition from health to major depression
期刊论文
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2018, 卷号: 90, 页码: 1-15
作者:
Stapelberg, N. J. C.
;
Pratt, R.
;
Neumann, D. L.
;
Shum, D. H. K.
;
Brandis, S.
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浏览/下载:33/0
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提交时间:2018/08/14
Major Depressive Disorder
Critical Transition
Feedback Loop Transition Biomarker
Psycho-immune-neuroendocrine Network
Feedback Loop
Network Motif
The Gene Encoding Protocadherin 9 (PCDH9), a Novel Risk Factor for Major Depressive Disorder
期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 5, 页码: 1128-1137
作者:
Xiao, Xiao
;
Zheng, Fanfan
;
Chang, Hong
;
Ma, Yina
;
Yao, Yong-Gang
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  |  
浏览/下载:30/0
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提交时间:2018/10/10
SMRI Biomarkers Predict Electroconvulsive Treatment Outcomes: Accuracy with Independent Data Sets
期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 5, 页码: 1078-1087
作者:
Jiang, Rongtao
;
Abbott, Christopher C.
;
Jiang, Tianzi
;
Du, Yuhui
;
Espinoza, Randall
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  |  
浏览/下载:33/0
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提交时间:2018/01/08
.
Reconfiguration of Cortical Networks in MDD Uncovered by Multiscale Community Detection with fMRI
期刊论文
CEREBRAL CORTEX, 2018, 卷号: 28, 期号: 4, 页码: 1383-1395
作者:
He, Ye
;
Lim, Sol
;
Fortunato, Santo
;
Sporns, Olaf
;
Zhang, Lei
收藏
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浏览/下载:23/0
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提交时间:2018/05/28
Antidepressant
Functional Connectivity
Graph Theory
MDD
Resting-state fMRI
A suicidal mind tends to maintain less negative information in visual working memory
期刊论文
PSYCHIATRY RESEARCH, 2018, 卷号: 262, 页码: 549-557
作者:
Xie, Weizhen
;
Li, Huanhuan
;
Zou, Yingmin
;
Sun, Xuemei
;
Shi, Chuan
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  |  
浏览/下载:41/0
  |  
提交时间:2018/07/02
Depression
Suicide
Psychological Pain
Working Memory
Capacity
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