Causal inference for time series analysis: Problems, methods and evaluation
Time series data are a collection of chronological observations which are generated by
several domains such as medical and financial fields. Over the years, different tasks such as …
several domains such as medical and financial fields. Over the years, different tasks such as …
Self-awareness, self-regulation, and self-transcendence (S-ART): a framework for understanding the neurobiological mechanisms of mindfulness
DR Vago, DA Silbersweig - Frontiers in human neuroscience, 2012 - frontiersin.org
Mindfulness—as a state, trait, process, type of meditation, and intervention has proven to be
beneficial across a diverse group of psychological disorders as well as for general stress …
beneficial across a diverse group of psychological disorders as well as for general stress …
Global waves synchronize the brain's functional systems with fluctuating arousal
We propose and empirically support a parsimonious account of intrinsic, brain-wide
spatiotemporal organization arising from traveling waves linked to arousal. We hypothesize …
spatiotemporal organization arising from traveling waves linked to arousal. We hypothesize …
Dynamic functional network connectivity in idiopathic generalized epilepsy with generalized tonic–clonic seizure
Idiopathic generalized epilepsy (IGE) has been linked with disrupted intra‐network
connectivity of multiple resting‐state networks (RSNs); however, whether impairment is …
connectivity of multiple resting‐state networks (RSNs); however, whether impairment is …
Dysconnectivity of multiple brain networks in schizophrenia: a meta-analysis of resting-state functional connectivity
S Li, N Hu, W Zhang, B Tao, J Dai, Y Gong… - Frontiers in …, 2019 - frontiersin.org
Background: Seed-based studies on resting-state functional connectivity (rsFC) in
schizophrenia have shown disrupted connectivity involving a number of brain networks; …
schizophrenia have shown disrupted connectivity involving a number of brain networks; …
[HTML][HTML] Exploring the network dynamics underlying brain activity during rest
Since the mid 1990s, the intriguing dynamics of the brain at rest has been attracting a
growing body of research in neuroscience. Neuroimaging studies have revealed distinct …
growing body of research in neuroscience. Neuroimaging studies have revealed distinct …
Brain correlates of hypnosis: A systematic review and meta-analytic exploration
Imaging of the living human brain elucidates the neural dynamics of hypnosis; however, few
reliable brain patterns emerge across studies. Here, we methodically assess neuroimaging …
reliable brain patterns emerge across studies. Here, we methodically assess neuroimaging …
Selective aberrant functional connectivity of resting state networks in social anxiety disorder
Several functional MRI (fMRI) activation studies have highlighted specific differences in
brain response in social anxiety disorder (SAD) patients. Little is known, so far, about the …
brain response in social anxiety disorder (SAD) patients. Little is known, so far, about the …
Wiener–Granger causality in network physiology with applications to cardiovascular control and neuroscience
A Porta, L Faes - Proceedings of the IEEE, 2015 - ieeexplore.ieee.org
Since the operative definition given by CWJ Granger of an idea expressed by N. Wiener, the
Wiener-Granger causality (WGC) has been one of the most relevant concepts exploited by …
Wiener-Granger causality (WGC) has been one of the most relevant concepts exploited by …
Altered default mode network connectivity in Alzheimer's disease—a resting functional MRI and Bayesian network study
A number of functional magnetic resonance imaging (fMRI) studies reported the existence of
default mode network (DMN) and its disruption due to the presence of a disease such as …
default mode network (DMN) and its disruption due to the presence of a disease such as …