Benchmarking methods for mapping functional connectivity in the brain

ZQ Liu, AI Luppi, JY Hansen, YE Tian, A Zalesky… - bioRxiv, 2024 - biorxiv.org
The networked architecture of the brain promotes synchrony among neuronal populations
and the emergence of coherent dynamics. These communication patterns can be …

Modeling of individual neurophysiological brain connectivity

SD Kulik, L Douw, E van Dellen, MD Steenwijk… - bioRxiv, 2022 - biorxiv.org
Introduction Computational models are often used to assess how functional connectivity
(FC) patterns emerge from neuronal population dynamics and anatomical connections in the …

[HTML][HTML] Individualized event structure drives individual differences in whole-brain functional connectivity

RF Betzel, SA Cutts, S Greenwell, J Faskowitz… - NeuroImage, 2022 - Elsevier
Resting-state functional connectivity is typically modeled as the correlation structure of
whole-brain regional activity. It is studied widely, both to gain insight into the brain's intrinsic …

Test–retest reliability and predictive utility of a macroscale principal functional connectivity gradient

AR Knodt, ML Elliott, ET Whitman, A Winn… - Human Brain …, 2023 - Wiley Online Library
Mapping individual differences in brain function has been hampered by poor reliability as
well as limited interpretability. Leveraging patterns of brain‐wide functional connectivity (FC) …

Converging on consistent functional connectomics

AI Luppi, HM Gellersen, ZQ Liu, ARD Peattie… - bioRxiv, 2023 - biorxiv.org
Functional interactions between brain regions can be viewed as a network, empowering
neuroscientists to leverage network science to investigate distributed brain function …

[HTML][HTML] Advancing the measurement, interpretation, and validation of dynamic functional connectivity

D O'Connor, C Chang, GD Mitsis - Frontiers in Human Neuroscience, 2023 - frontiersin.org
This special issue attempts to identify novel methodology which bolsters the study of
dynamic Functional Connectivity (dFC). There is still much debate as to whether estimates of …

Intermediately Synchronised Brain States optimise trade-off between Subject Identifiability and Predictive Capacity

L Sasse, DI Larabi, A Omidvarnia, K Jung… - Biorxiv, 2022 - biorxiv.org
Functional connectivity (FC) refers to the statistical dependencies between activity of distinct
brain areas. To study temporal fluctuations in FC within the duration of a functional magnetic …

[PDF][PDF] High-amplitude co-fluctuations in cortical activity drive resting-state functional connectivity

RF Betzel, J Faskowitz, O Sporns - Preprint at https://doi. org …, 2019 - researchgate.net
Resting-state functional connectivity is used throughout neuroscience to study brain
organization and to generate biomarkers of development, disease, and cognition. The …

[HTML][HTML] Manifold learning of dynamic functional connectivity reliably identifies functionally consistent coupling patterns in human brains

Y Yang, L Wang, Y Lei, Y Zhu, H Shen - Brain Sciences, 2019 - mdpi.com
Most previous work on dynamic functional connectivity (dFC) has focused on analyzing
temporal traits of functional connectivity (similar coupling patterns at different timepoints) …

Spatial and temporal autocorrelation weave complexity in brain networks

M Shinn, A Hu, L Turner, S Noble, KH Preller, JL Ji… - bioRxiv, 2021 - biorxiv.org
Correlations are a basic object of analysis across neuroscience, but multivariate patterns of
correlations can be difficult to interpret. For example, correlations are fundamental to …