Classification of type 2 diabetes mellitus with or without cognitive impairment from healthy controls using high-order functional connectivity

Classification of type 2 diabetes mellitus with or without cognitive impairment from healthy controls using high-order functional connectivity

Type 2 diabetes mellitus (T2DM) is associated with cognitive impairment and may progress to dementia. However, the brain functional mechanism of T2DM-related dementia is still less understood. Recent resting-state functional magnetic resonance imaging functional connectivity (FC) studies have proved...

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Bibliographic Details
Main Authors: Chen, Y. (Author), Feng, Y. (Author), Li, Y. (Author), Liang, Y. (Author), Ma, X. (Author), Mo, Z. (Author), Qin, C. (Author), Qiu, S. (Author), Shen, D. (Author), Tan, X. (Author), Xia, J. (Author), Zhang, H. (Author), Zhou, Z. (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
adult
Adult
aged
Aged
Article
brain cortex
brain region
cerebellum
Cerebellum
Cerebral Cortex
classification
clinical article
cognitive defect
Cognitive Dysfunction
cognitive impairment
complication
connectome
Connectome
controlled study
Diabetes Complications
Diabetes Mellitus, Type 2
diabetic complication
diagnostic imaging
disease classification
dynamic functional connectivity
female
Female
functional connectivity
human
Humans
machine learning
Machine Learning
Magnetic Resonance Imaging
male
Male
middle aged
Middle Aged
nerve cell network
Nerve Net
neuropsychology
non insulin dependent diabetes mellitus
nuclear magnetic resonance imaging
pathophysiology
procedures
resting-state brain networks
support vector machine
time series analysis
type 2 diabetes mellitus
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