[HTML][HTML] The dynamic functional connectome: State-of-the-art and perspectives

MG Preti, TAW Bolton, D Van De Ville - Neuroimage, 2017 - Elsevier
Resting-state functional magnetic resonance imaging (fMRI) has highlighted the rich
structure of brain activity in absence of a task or stimulus. A great effort has been dedicated …

[HTML][HTML] Ten simple rules for predictive modeling of individual differences in neuroimaging

D Scheinost, S Noble, C Horien, AS Greene, EMR Lake… - NeuroImage, 2019 - Elsevier
Establishing brain-behavior associations that map brain organization to phenotypic
measures and generalize to novel individuals remains a challenge in neuroimaging …

Psilocybin desynchronizes the human brain

JS Siegel, S Subramanian, D Perry, BP Kay… - Nature, 2024 - nature.com
A single dose of psilocybin, a psychedelic that acutely causes distortions of space–time
perception and ego dissolution, produces rapid and persistent therapeutic effects in human …

[HTML][HTML] Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study

J Chen, A Tam, V Kebets, C Orban, LQR Ooi… - Nature …, 2022 - nature.com
How individual differences in brain network organization track behavioral variability is a
fundamental question in systems neuroscience. Recent work suggests that resting-state and …

Spatial topography of individual-specific cortical networks predicts human cognition, personality, and emotion

R Kong, J Li, C Orban, MR Sabuncu, H Liu… - Cerebral …, 2019 - academic.oup.com
Resting-state functional magnetic resonance imaging (rs-fMRI) offers the opportunity to
delineate individual-specific brain networks. A major question is whether individual-specific …

Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity

J Li, D Bzdok, J Chen, A Tam, LQR Ooi, AJ Holmes… - Science …, 2022 - science.org
Algorithmic biases that favor majority populations pose a key challenge to the application of
machine learning for precision medicine. Here, we assessed such bias in prediction models …

Evidence for embracing normative modeling

S Rutherford, P Barkema, IF Tso, C Sripada… - Elife, 2023 - elifesciences.org
In this work, we expand the normative model repository introduced in Rutherford et al.,
2022a to include normative models charting lifespan trajectories of structural surface area …

[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 …

Hierarchical functional system development supports executive function

AS Keller, VJ Sydnor, A Pines, DA Fair… - Trends in cognitive …, 2023 - cell.com
In this perspective, we describe how developmental improvements in youth executive
function (EF) are supported by hierarchically organized maturational changes in functional …

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
Resting-state functional magnetic resonance imaging (rs-fMRI) allows estimation of
individual-specific cortical parcellations. We have previously developed a multi-session …