[HTML][HTML] The human connectome project: a retrospective

JS Elam, MF Glasser, MP Harms, SN Sotiropoulos… - NeuroImage, 2021 - Elsevier
Abstract The Human Connectome Project (HCP) was launched in 2010 as an ambitious
effort to accelerate advances in human neuroimaging, particularly for measures of brain …

Neuroimaging-based individualized prediction of cognition and behavior for mental disorders and health: methods and promises

J Sui, R Jiang, J Bustillo, V Calhoun - Biological psychiatry, 2020 - Elsevier
The neuroimaging community has witnessed a paradigm shift in biomarker discovery from
using traditional univariate brain map** approaches to multivariate predictive models …

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 …

Braingnn: Interpretable brain graph neural network for fmri analysis

X Li, Y Zhou, N Dvornek, M Zhang, S Gao… - Medical Image …, 2021 - Elsevier
Understanding which brain regions are related to a specific neurological disorder or
cognitive stimuli has been an important area of neuroimaging research. We propose …

[HTML][HTML] Task fMRI paradigms may capture more behaviorally relevant information than resting-state functional connectivity

W Zhao, C Makowski, DJ Hagler, HP Garavan… - NeuroImage, 2023 - Elsevier
Characterizing the optimal fMRI paradigms for detecting behaviorally relevant functional
connectivity (FC) patterns is a critical step to furthering our knowledge of the neural basis of …

[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
A fundamental goal across the neurosciences is the characterization of relationships linking
brain anatomy, functioning, and behavior. Although various MRI modalities have been …

The challenges and prospects of brain-based prediction of behaviour

J Wu, J Li, SB Eickhoff, D Scheinost… - Nature human …, 2023 - nature.com
Relating individual brain patterns to behaviour is fundamental in system neuroscience.
Recently, the predictive modelling approach has become increasingly popular, largely due …

Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships

R Jiang, N Zuo, JM Ford, S Qi, D Zhi, C Zhuo, Y Xu… - NeuroImage, 2020 - Elsevier
Although both resting and task-induced functional connectivity (FC) have been used to
characterize the human brain and cognitive abilities, the potential of task-induced FCs in …

[HTML][HTML] Person-specific and precision neuroimaging: Current methods and future directions

KJ Michon, D Khammash, M Simmonite, AM Hamlin… - NeuroImage, 2022 - Elsevier
Most neuroimaging studies of brain function analyze data in normalized space to identify
regions of common activation across participants. These studies treat interindividual …

[HTML][HTML] Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI

M Nentwich, L Ai, J Madsen, QK Telesford, S Haufe… - NeuroImage, 2020 - Elsevier
A variety of psychiatric, behavioral and cognitive phenotypes have been linked to brain
''functional connectivity''--the pattern of correlation observed between different brain regions …