Causal inference for time series analysis: Problems, methods and evaluation

R Moraffah, P Sheth, M Karami, A Bhattacharya… - … and Information Systems, 2021 - Springer
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 …

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 …

Global waves synchronize the brain's functional systems with fluctuating arousal

RV Raut, AZ Snyder, A Mitra, D Yellin, N Fujii… - Science …, 2021 - science.org
We propose and empirically support a parsimonious account of intrinsic, brain-wide
spatiotemporal organization arising from traveling waves linked to arousal. We hypothesize …

Dynamic functional network connectivity in idiopathic generalized epilepsy with generalized tonic–clonic seizure

F Liu, Y Wang, M Li, W Wang, R Li, Z Zhang… - Human brain …, 2017 - Wiley Online Library
Idiopathic generalized epilepsy (IGE) has been linked with disrupted intra‐network
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; …

[HTML][HTML] Exploring the network dynamics underlying brain activity during rest

J Cabral, ML Kringelbach, G Deco - Progress in neurobiology, 2014 - Elsevier
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 …

Brain correlates of hypnosis: A systematic review and meta-analytic exploration

M Landry, M Lifshitz, A Raz - Neuroscience & Biobehavioral Reviews, 2017 - Elsevier
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 …

Selective aberrant functional connectivity of resting state networks in social anxiety disorder

W Liao, H Chen, Y Feng, D Mantini, C Gentili, Z Pan… - Neuroimage, 2010 - Elsevier
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 …

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 …

Altered default mode network connectivity in Alzheimer's disease—a resting functional MRI and Bayesian network study

X Wu, R Li, AS Fleisher, EM Reiman… - Human brain …, 2011 - Wiley Online Library
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 …