scholarly journals Gaussian process classification of Alzheimer's disease and mild cognitive impairment from resting-state fMRI

NeuroImage ◽  
2015 ◽  
Vol 112 ◽  
pp. 232-243 ◽  
Author(s):  
Edward Challis ◽  
Peter Hurley ◽  
Laura Serra ◽  
Marco Bozzali ◽  
Seb Oliver ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Gaussian Process ◽  
Resting State ◽  
Resting State Fmri ◽  
Process Classification

Detecting perfusion deficit in Alzheimer's disease and mild cognitive impairment patients by resting‐state fMRI

2018 ◽  
Vol 49 (4) ◽  
pp. 1099-1104 ◽  
Author(s):  
Shaozhen Yan ◽  
Zhigang Qi ◽  
Yanhong An ◽  
Mo Zhang ◽  
Tianyi Qian ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Resting State ◽  
Resting State Fmri ◽  
Perfusion Deficit

Resting-state fMRI changes in Alzheimer's disease and mild cognitive impairment

2012 ◽  
Vol 33 (9) ◽  
pp. 2018-2028 ◽  
Author(s):  
Maja A.A. Binnewijzend ◽  
Menno M. Schoonheim ◽  
Ernesto Sanz-Arigita ◽  
Alle Meije Wink ◽  
Wiesje M. van der Flier ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Resting State ◽  
Resting State Fmri

scholarly journals Diagnostic power of resting-state fMRI for detection of network connectivity in Alzheimer's disease and Mild Cognitive Impairment: A systematic review

2020 ◽  
Author(s):  
BUHARI IBRAHIM ◽  
Nisha Syed Nasser ◽  
NORMALA IBRAHIM ◽  
Mazlyfarina Mohamed ◽  
Hasyma Abu Hassan ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Resting State ◽  
Cingulate Cortex ◽  
Resting State Fmri ◽  
Anterior Cingulate ◽  
Healthy Controls ◽  
Diagnostic Power

Resting state fMRI (rs-fMRI) detects functional connectivity (FC) abnormalities that occur in the brains of patients with Alzheimer's disease (AD) and Mild Cognitive Impairment (MCI). FC of the default mode network (DMN), which is involved in memory consolidation, is commonly impaired in AD and MCI. We aimed to determine the diagnostic power of rs-fMRI to identify FC abnormalities in the DMN, which help to distinguish patients with AD or MCI from healthy controls (HCs). We searched articles in PubMed and Scopus databases using the search terms such as AD, MCI, resting-state fMRI, sensitivity and specificity through to 27th March 2020 and removed duplicate papers. We screened 390 published articles, and shortlisted 12 articles for the final analysis. The range of sensitivity of DMN FC at the posterior cingulate cortex (PCC) for diagnosing AD was between 65.7% - 100% and specificity ranged from 66 - 95%. Reduced DMN FC between the PCC and anterior cingulate cortex (ACC) in the frontal lobes was observed in MCI patients. AD patients had impaired FC in most regions of the DMN; particularly the PCC in early AD. This indicates that DMN's rs-fMRI FC can offer moderate to high diagnostic power to distinguish AD and MCI patients. fMRI detected abnormal DMN FC, particularly in the PCC that helps to differentiate AD and MCI patients from healthy controls (HCs). Combining multivariate method of analysis with other MRI parameters such as structural changes improve the diagnostic power of rs-fMRI in distinguishing patients with AD or MCI from HCs.

scholarly journals Reduced neuronal activity in Alzheimer’s disease and mild cognitive impairment measured by resting state fMRI

2020 ◽  
Vol 16 (S5) ◽  
Author(s):  
Seyyed Mohammad Hassan Haddad ◽  
Christopher J.M. Scott ◽  
Stephen R. Arnott ◽  
Miracle Ozzoude ◽  
Stephen C. Strother ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
Neuronal Activity ◽  
Resting State ◽  
Resting State Fmri
Sign in / Sign up

Export Citation Format

Share Document