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 …

Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

ES Finn, X Shen, D Scheinost, MD Rosenberg… - Nature …, 2015 - nature.com
Functional magnetic resonance imaging (fMRI) studies typically collapse data from many
subjects, but brain functional organization varies between individuals. Here we establish …

The prediction of brain activity from connectivity: advances and applications

M Bernstein-Eliav, I Tavor - The Neuroscientist, 2024 - journals.sagepub.com
The human brain is composed of multiple, discrete, functionally specialized regions that are
interconnected to form large-scale distributed networks. Using advanced brain-imaging …

[HTML][HTML] Impact of concatenating fMRI data on reliability for functional connectomics

JW Cho, A Korchmaros, JT Vogelstein, MP Milham… - Neuroimage, 2021 - Elsevier
Compelling evidence suggests the need for more data per individual to reliably map the
functional organization of the human connectome. As the notion that 'more data is …

Distributed patterns of functional connectivity predict working memory performance in novel healthy and memory-impaired individuals

EW Avery, K Yoo, MD Rosenberg… - Journal of cognitive …, 2020 - direct.mit.edu
Individual differences in working memory relate to performance differences in general
cognitive ability. The neural bases of such individual differences, however, remain poorly …

Comparing directed functional connectivity between groups with confirmatory subgrouping GIMME

TR Henry, E Feczko, M Cordova, E Earl, S Williams… - NeuroImage, 2019 - Elsevier
Connectivity modeling in functional neuroimaging has become widely used method of
analysis for understanding functional architecture. One method for deriving directed …

[HTML][HTML] Optimising network modelling methods for fMRI

U Pervaiz, D Vidaurre, MW Woolrich, SM Smith - Neuroimage, 2020 - Elsevier
A major goal of neuroimaging studies is to develop predictive models to analyze the
relationship between whole brain functional connectivity patterns and behavioural traits …

Functional connectome fingerprinting: identifying individuals and predicting cognitive functions via autoencoder

B Cai, G Zhang, A Zhang, L Xiao, W Hu… - Human Brain …, 2021 - Wiley Online Library
Functional network connectivity has been widely acknowledged to characterize brain
functions, which can be regarded as “brain fingerprinting” to identify an individual from a …

Functional brain network modularity captures inter-and intra-individual variation in working memory capacity

AA Stevens, SC Tappon, A Garg, DA Fair - PloS one, 2012 - journals.plos.org
Background Cognitive abilities, such as working memory, differ among people; however,
individuals also vary in their own day-to-day cognitive performance. One potential source of …

Task-induced brain state manipulation improves prediction of individual traits

AS Greene, S Gao, D Scheinost… - Nature communications, 2018 - nature.com
Recent work has begun to relate individual differences in brain functional organization to
human behaviors and cognition, but the best brain state to reveal such relationships remains …