Distinct effects of prematurity on MRI metrics of brain functional connectivity, activity, and structure: Univariate and multivariate analyses

Distinct effects of prematurity on MRI metrics of brain functional connectivity, activity, and structure: Univariate and multivariate analyses

Premature birth affects the developmental trajectory of the brain during a period of intense maturation with possible lifelong consequences. To better understand the effect of prematurity on brain structure and function, we performed blood-oxygen-level dependent (BOLD) and anatomical magnetic resona...

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Bibliographic Details
Main Authors: Caulo, M. (Author), Chiarelli, A.M (Author), Navarra, R. (Author), Sestieri, C. (Author), Wise, R.G (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
amplitude of low-frequency fluctuations
anatomy and histology
Article
BOLD signal
brain
Brain
brain region
brain size
cerebral cortical tissue
connectome
Connectome
controlled study
cross validation
diagnostic imaging
electroencephalogram
female
Female
fractional amplitude of low-frequency fluctuation
functional connectivity
functional magnetic resonance imaging
gestational age
Gestational Age
human
Humans
infant
Infant, Newborn
Infant, Premature
least square analysis
machine learning
Machine Learning
magnetic resonance imaging
Magnetic Resonance Imaging
major clinical study
male
Male
midazolam
multivariate analysis
Multivariate Analysis
nerve cell network
Nerve Net
newborn
nuclear magnetic resonance imaging
physiology
prematurity
regional volume
retrospective study
sensitivity analysis
univariate analysis
whole body MRI
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