Can brain state be manipulated to emphasize individual differences in functional connectivity?

ES Finn, D Scheinost, DM Finn, X Shen… - Neuroimage, 2017 - Elsevier
… , essentially enhancing the individual signal in networks of … influences individual differences
in functional connectivity, … , mapping from individual brains to individual behaviors is a …

Multivariate approaches improve the reliability and validity of functional connectivity and prediction of individual behaviors

K Yoo, MD Rosenberg, S Noble, D Scheinost… - Neuroimage, 2019 - Elsevier
… of functional connectivity are consistently more reliable, ii) whether … connectivity is more
strongly predictive of behavior at the individual level, and iii) whether multivariate connectivity is …

Individual-specific areal-level parcellations improve functional connectivity prediction of behavior

R Kong, Q Yang, E Gordon, A Xue, X Yan… - Cerebral …, 2021 - academic.oup.com
… whether functional connectivity of individual-specific parcellations could improve behavioral
… We denote the binarized functional connectivity profile of cortical vertex |$n$| during session …

The behavioral and cognitive relevance of time-varying, dynamic changes in functional connectivity

JR Cohen - NeuroImage, 2018 - Elsevier
… to individual differences in cognition and behavior. This line of research aims to determine
which aspects of dFC are cognitively meaningful and therefore likely to arise from brain …

[HTML][HTML] Movie-watching outperforms rest for functional connectivity-based prediction of behavior

ES Finn, PA Bandettini - NeuroImage, 2021 - Elsevier
functional connectivity is most often measured at rest, certain tasks may enhance individual
signals and improve sensitivity to behavior … state, functional connectivity measured during …

Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior

R Kashyap, R Kong, S Bhattacharjee, J Li, J Zhou… - NeuroImage, 2019 - Elsevier
… We then evaluated whether functional connectivity computed using the individual-specific
fMRI signals can improve prediction of 58 behavioral measures across cognition, personality …

Robust prediction of individual creative ability from brain functional connectivity

RE Beaty, YN Kenett, AP Christensen… - Proceedings of the …, 2018 - National Acad Sciences
individual creative thinking ability as a function of variation in whole-brain functional connectivity.
… At the behavioral level, we found a strong correlation between creative thinking ability …

[HTML][HTML] Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI

LQR Ooi, J Chen, S Zhang, R Kong, A Tam, J Li… - NeuroImage, 2022 - Elsevier
… We also considered prediction results from individual behavioral scores (58 measures in
HCP and 36 measures in ABCD). When comparing the prediction results, we averaged the …

[PDF][PDF] Individual variability in functional connectivity architecture of the human brain

S Mueller, D Wang, MD Fox, BTT Yeo, J Sepulcre… - Neuron, 2013 - cell.com
… Finally, we demonstrated that our map of functional connectivity variability overlaps well
with prior reports linking individual differences in functional connectivity to behavioral

Global signal regression strengthens association between resting-state functional connectivity and behavior

J Li, R Kong, R Liégeois, C Orban, Y Tan, N Sun… - NeuroImage, 2019 - Elsevier
… Given the growing interest in functional connectivity … -state functional connectivity (RSFC)
and multiple behavioral measures … variance for individual behavioral measures sorted by the …