Effective connectivity analysis of default mode network based on the Bayesian network learning approach

2009 ◽  
Author(s):  
Rui Li ◽  
Kewei Chen ◽  
Nan Zhang ◽  
Adam S. Fleisher ◽  
Yao Li ◽  
...  
Keyword(s):  
Bayesian Network ◽  
Default Mode Network ◽  
Effective Connectivity ◽  
Learning Approach ◽  
Connectivity Analysis ◽  
Default Mode ◽  
Network Learning

scholarly journals Task-Dependent Modulation of Effective Connectivity within the Default Mode Network

2012 ◽  
Vol 3 ◽  
Author(s):  
Baojuan Li ◽  
Xiang Wang ◽  
Shuqiao Yao ◽  
Dewen Hu ◽  
Karl Friston
Keyword(s):  
Default Mode Network ◽  
Effective Connectivity ◽  
Default Mode

scholarly journals Analysis of Default Mode Network in Social Anxiety Disorder: EEG Resting-State Effective Connectivity Study

2021 ◽  
Author(s):  
Abdulhakim Al-Ezzi ◽  
Nidal Kamel ◽  
Ibrahima Faye ◽  
Esther Gunaseli
Keyword(s):  
Anxiety Disorder ◽  
Social Anxiety ◽  
Social Anxiety Disorder ◽  
Default Mode Network ◽  
Resting State ◽  
Effective Connectivity ◽  
Mean Values ◽  
Default Mode ◽  
Severe Group ◽  
The Mean

Several neuroimaging findings by using different modalities (e.g., fMRI and PET) have suggested that social anxiety disorder (SAD) is correlated with alterations in regional or network-level brain function. However, these modalities do not quantify the fast dynamic connectivity of causal information networks due to their poor temporal resolution. In this study, SAD-related changes in brain connections within the default mode network (DMN) was investigated using Electroencephalogram (EEG). Partial directed coherence (PDC) was used to assess the causal influences of DMN regions on each other and indicate the changes in the DMN effective network related to SAD severity. The EEG data were collected from 88 subjects (control, mild, moderate, severe) and used to estimate the effective connectivity between DMN regions at different frequency bands. Among the healthy control (HC) and the three considered levels of severity of SAD, the results indicated a higher level of causal interactions for the mild and moderate SAD groups than for the severe and HC groups. Between the control and the severe SAD groups, the results indicated a higher level of causal connections for the control throughout all the DMN regions. We found significant increases in the mean PDC in the delta and alpha bands between the SAD groups. Among the DMN regions, the precuneus exhibited a higher level of causal influence than other regions. Therefore, it was suggested to be a major source hub that contributes to the mental exploration and emotional content of SAD. In contrast to the severe group, the HC exhibited higher resting-state connectivity at the mesial prefrontal cortex (mPFC), providing evidence for mPFC dysfunction in the severe SAD group. Furthermore, the total Social Interaction Anxiety Scale (SIAS) was positively correlated with the mean values of the PDC of the severe SAD group and negatively correlated with those of the HC group. The reported results may facilitate greater comprehension of the underlying potential SAD neural biomarkers and can be used to characterize possible targets for further medication.

IC-P-031: EFFECTIVE CONNECTIVITY WITHIN THE DEFAULT MODE NETWORK IN MILD COGNITIVE IMPAIRMENT AND ALZHEIMER'S DISEASE

2006 ◽  
Vol 14 (7S_Part_1) ◽  
pp. P35-P36
Author(s):  
Cole John Cook ◽  
Gyujoon Hwang ◽  
Veena A. Nair ◽  
Andrew L. Alexander ◽  
Piero G. Antuono ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Default Mode Network ◽  
Effective Connectivity ◽  
Default Mode

scholarly journals Alpha dependent effective connectivity in the default mode network of resting state MEG

IBRO Reports ◽  
2019 ◽  
Vol 6 ◽  
pp. S171
Author(s):  
Junho Son ◽  
Chongwon Pae ◽  
Jiyoung Kang ◽  
Jinseok Eo ◽  
Hae-Jeong Park
Keyword(s):  
Default Mode Network ◽  
Resting State ◽  
Effective Connectivity ◽  
Default Mode

scholarly journals Altered effective connectivity patterns of the default mode network in Alzheimer's disease: An fMRI study

2014 ◽  
Vol 578 ◽  
pp. 171-175 ◽  
Author(s):  
Yufang Zhong ◽  
Liyu Huang ◽  
Suping Cai ◽  
Yun Zhang ◽  
Karen M. von Deneen ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Default Mode Network ◽  
Effective Connectivity ◽  
Default Mode ◽  
Fmri Study ◽  
Connectivity Patterns
Sign in / Sign up

Export Citation Format

Share Document