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Open AccessJournal ArticleDOI

Resting-State fMRI: A Review of Methods and Clinical Applications

TLDR
Application of resting-state fMRI has allowed the identification of various RSNs, or spatially distinct areas of the brain that demonstrate synchronous BOLD fluctuations at rest, and the technique may have a future role in providing diagnostic and prognostic information for neurologic and psychiatric diseases.
Abstract: 
SUMMARY: Resting-state fMRI measures spontaneous low-frequency fluctuations in the BOLD signal to investigate the functional architecture of the brain. Application of this technique has allowed the identification of various RSNs, or spatially distinct areas of the brain that demonstrate synchronous BOLD fluctuations at rest. Various methods exist for analyzing resting-state data, including seed-based approaches, independent component analysis, graph methods, clustering algorithms, neural networks, and pattern classifiers. Clinical applications of resting-state fMRI are at an early stage of development. However, its use in presurgical planning for patients with brain tumor and epilepsy demonstrates early promise, and the technique may have a future role in providing diagnostic and prognostic information for neurologic and psychiatric diseases.

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Citations
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The salience network is responsible for switching between the default mode network and the central executive network: replication from DCM.

TL;DR: This work confirms that the salience network drives the switching between default mode and central executive networks and that the novel technique is repeatable.
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Application of Graph Theory for Identifying Connectivity Patterns in Human Brain Networks: A Systematic Review.

TL;DR: A systematic review of the existing functional and effective connectivity methods used to construct the brain network, along with their advantages and pitfalls, to provide insight into how to utilize graph theoretical measures to make neurobiological inferences regarding the mechanisms underlying human cognition and behavior as well as different brain disorders.
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Naturalistic Stimuli in Neuroscience: Critically Acclaimed.

TL;DR: Whether cognitive neuroscience has delivered on its promise to deliver new insights into brain function is critically appraised and the challenges, technological innovations, and clinical opportunities that are required should this field meet its full potential are highlighted.
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A systematic review of relations between resting-state functional-MRI and treatment response in major depressive disorder.

TL;DR: Continued standardization of study designs and analytic strategies as well as aggregation of larger datasets will allow the field to better elucidate the potential mechanisms of action of treatment response in patients with MDD to ultimately generate algorithms to predict which patients will respond to which antidepressant treatments.
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Resting-State Functional MRI: Everything That Nonexperts Have Always Wanted to Know.

TL;DR: This description is to facilitate the adoption and use of resting-state fMRI in the clinical setting, helping neuroradiologists become familiar with these techniques and applying them for the care of patients with neurologic and psychiatric diseases.
References
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Complex brain networks: graph theoretical analysis of structural and functional systems

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Functional connectivity in the motor cortex of resting human brain using echo-planar MRI.

TL;DR: It is concluded that correlation of low frequency fluctuations, which may arise from fluctuations in blood oxygenation or flow, is a manifestation of functional connectivity of the brain.
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Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion

TL;DR: The results suggest the need for greater care in dealing with subject motion, and the need to critically revisit previous rs-fcMRI work that may not have adequately controlled for effects of transient subject movements.
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The organization of the human cerebral cortex estimated by intrinsic functional connectivity

TL;DR: In this paper, the organization of networks in the human cerebrum was explored using resting-state functional connectivity MRI data from 1,000 subjects and a clustering approach was employed to identify and replicate networks of functionally coupled regions across the cerebral cortex.
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