[HTML][HTML] Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes

ES Finn, MD Rosenberg - NeuroImage, 2021 - Elsevier
Recent years have seen a surge of research on variability in functional brain connectivity
within and between individuals, with encouraging progress toward understanding the …

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
Abstracts Brain functional connectivity features can predict cognition and behavior at the
level of the individual. Most studies measure univariate signals, correlating timecourses from …

[HTML][HTML] Structural insight into the individual variability architecture of the functional brain connectome

L Sun, X Liang, D Duan, J Liu, Y Chen, X Wang, X Liao… - NeuroImage, 2022 - Elsevier
Human cognition and behaviors depend upon the brain's functional connectomes, which
vary remarkably across individuals. However, whether and how the functional connectome …

State and trait components of functional connectivity: individual differences vary with mental state

L Geerligs, M Rubinov, RN Henson - Journal of Neuroscience, 2015 - Soc Neuroscience
Resting-state functional connectivity, as measured by functional magnetic resonance
imaging (fMRI), is often treated as a trait, used, for example, to draw inferences about …

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

ES Finn, PA Bandettini - NeuroImage, 2021 - Elsevier
A major goal of human neuroscience is to relate differences in brain function to differences
in behavior across people. Recent work has established that whole-brain functional …

Using connectome-based predictive modeling to predict individual behavior from brain connectivity

X Shen, ES Finn, D Scheinost, MD Rosenberg… - nature protocols, 2017 - nature.com
Neuroimaging is a fast-developing research area in which anatomical and functional images
of human brains are collected using techniques such as functional magnetic resonance …

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

ES Finn, D Scheinost, DM Finn, X Shen… - Neuroimage, 2017 - Elsevier
While neuroimaging studies typically collapse data from many subjects, brain functional
organization varies between individuals, and characterizing this variability is crucial for …

Brain covariance selection: better individual functional connectivity models using population prior

G Varoquaux, A Gramfort, JB Poline… - Advances in neural …, 2010 - proceedings.neurips.cc
Spontaneous brain activity, as observed in functional neuroimaging, has been shown to
display reproducible structure that expresses brain architecture and carries markers of brain …

From connectome to cognition: The search for mechanism in human functional brain networks

RD Mill, T Ito, MW Cole - NeuroImage, 2017 - Elsevier
Recent developments in functional connectivity research have expanded the scope of
human neuroimaging, from identifying changes in regional activation amplitudes to detailed …

Characterizing individual differences in functional connectivity using dual-regression and seed-based approaches

DV Smith, AV Utevsky, AR Bland, N Clement… - Neuroimage, 2014 - Elsevier
A central challenge for neuroscience lies in relating inter-individual variability to the
functional properties of specific brain regions. Yet, considerable variability exists in the …