Sex and gender in neurodevelopmental conditions

S Bölte, J Neufeld, PB Marschik, ZJ Williams… - Nature Reviews …, 2023 - nature.com
Health-related conditions often differ qualitatively or quantitatively between individuals of
different birth-assigned sexes and gender identities, and/or with different gendered …

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 mapping approaches to multivariate predictive models …

[HTML][HTML] Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?

Y Tian, A Zalesky - NeuroImage, 2021 - Elsevier
Cognitive performance can be predicted from an individual's functional brain connectivity
with modest accuracy using machine learning approaches. As yet, however, predictive …

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] One size does not fit all: methodological considerations for brain-based predictive modeling in psychiatry

E Dhamala, BTT Yeo, AJ Holmes - Biological Psychiatry, 2023 - Elsevier
Psychiatric illnesses are heterogeneous in nature. No illness manifests in the same way
across individuals, and no two patients with a shared diagnosis exhibit identical symptom …

Intelligence and creativity share a common cognitive and neural basis.

E Frith, DB Elbich, AP Christensen… - Journal of …, 2021 - psycnet.apa.org
Are intelligence and creativity distinct abilities, or do they rely on the same cognitive and
neural systems? We sought to quantify the extent to which intelligence and creative …

Functional brain networks are associated with both sex and gender in children

E Dhamala, DS Bassett, BTT Yeo, AJ Holmes - Science Advances, 2024 - science.org
Sex and gender are associated with human behavior throughout the life span and across
health and disease, but whether they are associated with similar or distinct neural …

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 …

When your brain looks older than expected: combined lifestyle risk and BrainAGE

N Bittner, C Jockwitz, K Franke, C Gaser… - Brain Structure and …, 2021 - Springer
Lifestyle may be one source of unexplained variance in the great interindividual variability of
the brain in age-related structural differences. While physical and social activity may protect …

[HTML][HTML] Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study

J Chen, LQR Ooi, TWK Tan, S Zhang, J Li, CL Asplund… - NeuroImage, 2023 - Elsevier
There is significant interest in using neuroimaging data to predict behavior. The predictive
models are often interpreted by the computation of feature importance, which quantifies the …