… reproducibility across populations and MRI scanners. Herein, we develop and test a
sophisticated deep brain network (DeepBrainNet) using a large (n = 11 729) set of MRI scans from a …

… of atypical brain function and structure, and have recently converged on a model of …
network-level connectivity. Traditional task-based functional magnetic resonance imaging (MRI) and …

… are to create an individual brain network using sMRI data and to discover brain signatures
and important ROIs associated with any condition using the formulated brain networks. The …

… for evaluating the functional characteristics—“cognitive signature” for each of the identified
… cognitive signature to mean the functional profile or fingerprint of each brain network with …

… data be processed to extract signatures of the conscious state, ie, features … signatures may
have important consequences for clinical practice, as it would add to the small number of brain…

… The association of the radiomic signature with sex was mainly driven by shape radiomics
capturing differences in brain size. This finding remains, however, independent from age-…

… voxel-based signatures to be reported that would be useful for modelling and hypothesis
testing. We describe a cross-validated signature region model for structural brain components …

… network communication models. This Review surveys the latest developments in models of
brain network … between signatures of functional connectivity and cognitive phenotypes 93,94 . …

… diverse and reproducible gene expression signatures, which represent distinct cell types, …
the six brains now available, we identified a consensus network 22 common to all brains (…

… Together, these findings offer insights into why normal aging is often associated with
cognitive decline in terms of brain network organization, indicating a process of neural …