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Questions and controversies in the study of time-varying functional connectivity in resting fMRI
The brain is a complex, multiscale dynamical system composed of many interacting regions.
Knowledge of the spatiotemporal organization of these interactions is critical for establishing …
Knowledge of the spatiotemporal organization of these interactions is critical for establishing …
On the nature and use of models in network neuroscience
Network theory provides an intuitively appealing framework for studying relationships
among interconnected brain mechanisms and their relevance to behaviour. As the space of …
among interconnected brain mechanisms and their relevance to behaviour. As the space of …
The effect of machine learning regression algorithms and sample size on individualized behavioral prediction with functional connectivity features
Individualized behavioral/cognitive prediction using machine learning (ML) regression
approaches is becoming increasingly applied. The specific ML regression algorithm and …
approaches is becoming increasingly applied. The specific ML regression algorithm and …
Developmental connectomics from infancy through early childhood
The human brain undergoes rapid growth in both structure and function from infancy through
early childhood, and this significantly influences cognitive and behavioral development in …
early childhood, and this significantly influences cognitive and behavioral development in …
[HTML][HTML] Development of the default-mode network during childhood and adolescence: A longitudinal resting-state fMRI study
The human brain is a large, interacting dynamic network, and its architecture of coupling
among brain regions varies across time (termed the “chronnectome”). However, very little is …
among brain regions varies across time (termed the “chronnectome”). However, very little is …
Dynamic expression of brain functional systems disclosed by fine-scale analysis of edge time series
Functional connectivity (FC) describes the statistical dependence between neuronal
populations or brain regions in resting-state fMRI studies and is commonly estimated as the …
populations or brain regions in resting-state fMRI studies and is commonly estimated as the …
Longitudinal changes in the cerebral cortex functional organization of healthy elderly
Healthy aging is accompanied by disruptions in the functional modular organization of the
human brain. Cross-sectional studies have shown age-related reductions in the functional …
human brain. Cross-sectional studies have shown age-related reductions in the functional …
Endless fluctuations: temporal dynamics of the amplitude of low frequency fluctuations
Intrinsic neural activity ubiquitously persists in all physiological states. However, how
intrinsic brain activity (iBA) changes over a short time remains unknown. To uncover the …
intrinsic brain activity (iBA) changes over a short time remains unknown. To uncover the …