Temporal sequences of brain activity at rest are constrained by white matter structure and modulated by cognitive demands

EJ Cornblath, A Ashourvan, JZ Kim, RF Betzel… - Communications …, 2020 - nature.com
A diverse set of white matter connections supports seamless transitions between cognitive
states. However, it remains unclear how these connections guide the temporal progression …

Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction

M Khosla, K Jamison, A Kuceyeski, MR Sabuncu - NeuroImage, 2019 - Elsevier
The specificity and sensitivity of resting state functional MRI (rs-fMRI) measurements depend
on preprocessing choices, such as the parcellation scheme used to define regions of …

Brain-wide functional connectivity patterns support general cognitive ability and mediate effects of socioeconomic status in youth

C Sripada, M Angstadt, A Taxali, DA Clark… - Translational …, 2021 - nature.com
General cognitive ability (GCA) is an individual difference dimension linked to important
academic, occupational, and health-related outcomes and its development is strongly linked …

Dissociable multi-scale patterns of development in personalized brain networks

AR Pines, B Larsen, Z Cui, VJ Sydnor… - Nature …, 2022 - nature.com
The brain is organized into networks at multiple resolutions, or scales, yet studies of
functional network development typically focus on a single scale. Here, we derive …

Time of day is associated with paradoxical reductions in global signal fluctuation and functional connectivity

C Orban, R Kong, J Li, MWL Chee, BTT Yeo - PLoS biology, 2020 - journals.plos.org
The brain exhibits substantial diurnal variation in physiology and function, but neuroscience
studies rarely report or consider the effects of time of day. Here, we examined variation in …

Meta-matching as a simple framework to translate phenotypic predictive models from big to small data

T He, L An, P Chen, J Chen, J Feng, D Bzdok… - Nature …, 2022 - nature.com
We propose a simple framework—meta-matching—to translate predictive models from large-
scale datasets to new unseen non-brain-imaging phenotypes in small-scale studies. The …

Distinct functional and structural connections predict crystallised and fluid cognition in healthy adults

E Dhamala, KW Jamison, A Jaywant… - Human brain …, 2021 - Wiley Online Library
White matter pathways between neurons facilitate neuronal coactivation patterns in the
brain. Insight into how these structural and functional connections underlie complex …

[HTML][HTML] Comparing functional connectivity matrices: A geometry-aware approach applied to participant identification

M Venkatesh, J Jaja, L Pessoa - NeuroImage, 2020 - Elsevier
Understanding the correlation structure associated with multiple brain measurements
informs about potential “functional groupings” and network organization. The correlation …

Insights from personalized models of brain and behavior for identifying biomarkers in psychiatry

B Kraus, R Zinbarg, RM Braga, R Nusslock… - Neuroscience & …, 2023 - Elsevier
A main goal in translational neuroscience is to identify neural correlates of psychopathology
(“biomarkers”) that can be used to facilitate diagnosis, prognosis, and treatment. This goal …

[HTML][HTML] Reconciling dimensional and categorical models of autism heterogeneity: a brain connectomics and behavioral study

S Tang, N Sun, DL Floris, X Zhang, A Di Martino… - Biological …, 2020 - Elsevier
Background Heterogeneity in autism spectrum disorder (ASD) has hindered the
development of biomarkers, thus motivating subtyping efforts. Most subtyping studies divide …