[PDF][PDF] Individual variation in functional topography of association networks in youth
The spatial distribution of large-scale functional networks on the cerebral cortex differs
between individuals and is particularly variable in association networks that are responsible …
between individuals and is particularly variable in association networks that are responsible …
Understanding vulnerability and adaptation in early brain development using network neuroscience
Early adversity influences brain development and emerging behavioral phenotypes relevant
for psychiatric disorders. Understanding the effects of adversity before and after conception …
for psychiatric disorders. Understanding the effects of adversity before and after conception …
A precision functional atlas of personalized network topography and probabilities
Although the general location of functional neural networks is similar across individuals,
there is vast person-to-person topographic variability. To capture this, we implemented …
there is vast person-to-person topographic variability. To capture this, we implemented …
Sex differences in the functional topography of association networks in youth
Prior work has shown that there is substantial interindividual variation in the spatial
distribution of functional networks across the cerebral cortex, or functional topography …
distribution of functional networks across the cerebral cortex, or functional topography …
Precision diagnostics based on machine learning-derived imaging signatures
The complexity of modern multi-parametric MRI has increasingly challenged conventional
interpretations of such images. Machine learning has emerged as a powerful approach to …
interpretations of such images. Machine learning has emerged as a powerful approach to …
Parsing altered gray matter morphology of depression using a framework integrating the normative model and non-negative matrix factorization
S Han, Q Cui, R Zheng, S Li, B Zhou, K Fang… - Nature …, 2023 - nature.com
The high inter-individual heterogeneity in individuals with depression limits neuroimaging
studies with case-control approaches to identify promising biomarkers for individualized …
studies with case-control approaches to identify promising biomarkers for individualized …
Dissociable multi-scale patterns of development in personalized brain networks
The brain is organized into networks at multiple resolutions, or scales, yet studies of
functional network development typically focus on a single scale. Here, we derive …
functional network development typically focus on a single scale. Here, we derive …
Multi-band brain network analysis for functional neuroimaging biomarker identification
The functional connectomic profile is one of the non-invasive imaging biomarkers in the
computer-assisted diagnostic system for many neuro-diseases. However, the diagnostic …
computer-assisted diagnostic system for many neuro-diseases. However, the diagnostic …
Brain age prediction based on resting-state functional connectivity patterns using convolutional neural networks
Brain age prediction based on neuroimaging data could help characterize both the typical
brain development and neuropsychiatric disorders. Pattern recognition models built upon …
brain development and neuropsychiatric disorders. Pattern recognition models built upon …
Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data
Widefield calcium imaging enables recording of large-scale neural activity across the mouse
dorsal cortex. In order to examine the relationship of these neural signals to the resulting …
dorsal cortex. In order to examine the relationship of these neural signals to the resulting …