[HTML][HTML] Proportional intracranial volume correction differentially biases behavioral predictions across neuroanatomical features, sexes, and development
Individual differences in brain anatomy can be used to predict variations in cognitive ability.
Most studies to date have focused on broad population-level trends, but the extent to which …
Most studies to date have focused on broad population-level trends, but the extent to which …
Reliable and generalizable brain-based predictions of cognitive functioning across common psychiatric illness
A primary aim of precision psychiatry is the establishment of predictive models linking
individual differences in brain functioning with clinical symptoms. In particular, cognitive …
individual differences in brain functioning with clinical symptoms. In particular, cognitive …
[PDF][PDF] There is no fundamental trade-off between prediction accuracy and feature importance reliability
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 …
models are often interpreted by the computation of feature importance, which quantifies the …
How much data do we need? Lower bounds of brain activation states to predict human cognitive ability
Human functional brain connectivity can be temporally decomposed into states of high and
low cofluctuation, defined as coactivation of brain regions over time. Despite their low …
low cofluctuation, defined as coactivation of brain regions over time. Despite their low …
A Holistic Analysis of Individual Brain Activity Revealed the Relationship of Brain Areal Activity with the Entire Brain's Activity
J Huang - Brain Sciences, 2022 - mdpi.com
The relationship between brain areal activity and the entire brain's activity is unknown, and
understanding this relationship is imperative for understanding the neural mechanisms of …
understanding this relationship is imperative for understanding the neural mechanisms of …