Linking interindividual variability in brain structure to behaviour
What are the brain structural correlates of interindividual differences in behaviour? More
than a decade ago, advances in structural MRI opened promising new avenues to address …
than a decade ago, advances in structural MRI opened promising new avenues to address …
The challenges and prospects of brain-based prediction of behaviour
Relating individual brain patterns to behaviour is fundamental in system neuroscience.
Recently, the predictive modelling approach has become increasingly popular, largely due …
Recently, the predictive modelling approach has become increasingly popular, largely due …
[HTML][HTML] Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI
A fundamental goal across the neurosciences is the characterization of relationships linking
brain anatomy, functioning, and behavior. Although various MRI modalities have been …
brain anatomy, functioning, and behavior. Although various MRI modalities have been …
[HTML][HTML] Feature-space selection with banded ridge regression
TD La Tour, M Eickenberg, AO Nunez-Elizalde… - NeuroImage, 2022 - Elsevier
Encoding models provide a powerful framework to identify the information represented in
brain recordings. In this framework, a stimulus representation is expressed within a feature …
brain recordings. In this framework, a stimulus representation is expressed within a feature …
[HTML][HTML] Brain structure-function coupling provides signatures for task decoding and individual fingerprinting
Brain signatures of functional activity have shown promising results in both decoding brain
states, meaning distinguishing between different tasks, and fingerprinting, that is identifying …
states, meaning distinguishing between different tasks, and fingerprinting, that is identifying …
[HTML][HTML] Combination of structural and functional connectivity explains unique variation in specific domains of cognitive function
MC Litwińczuk, N Muhlert, L Cloutman… - NeuroImage, 2022 - Elsevier
The relationship between structural and functional brain networks has been characterised
as complex: the two networks mirror each other and show mutual influence but they also …
as complex: the two networks mirror each other and show mutual influence but they also …
[HTML][HTML] Prediction of cognitive performance differences in older age from multimodal neuroimaging data
C Krämer, J Stumme, L da Costa Campos, P Dellani… - Geroscience, 2024 - Springer
Differences in brain structure and functional and structural network architecture have been
found to partly explain cognitive performance differences in older ages. Thus, they may …
found to partly explain cognitive performance differences in older ages. Thus, they may …
Gray and White Matter Metrics Demonstrate Distinct and Complementary Prediction of Differences in Cognitive Performance in Children: Findings from ABCD (N …
Individual differences in cognitive performance in childhood are a key predictor of significant
life outcomes such as educational attainment and mental health. Differences in cognitive …
life outcomes such as educational attainment and mental health. Differences in cognitive …
[HTML][HTML] A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure
E Nicolaisen-Sobesky, A Mihalik… - Communications …, 2022 - nature.com
Identifying associations between interindividual variability in brain structure and behaviour
requires large cohorts, multivariate methods, out-of-sample validation and, ideally, out-of …
requires large cohorts, multivariate methods, out-of-sample validation and, ideally, out-of …
[HTML][HTML] Capturing brain‐cognition relationship: Integrating task‐based fMRI across tasks markedly boosts prediction and test‐retest reliability
Capturing individual differences in cognition is central to human neuroscience. Yet our
ability to estimate cognitive abilities via brain MRI is still poor in both prediction and …
ability to estimate cognitive abilities via brain MRI is still poor in both prediction and …