Neurodevelopment of the association cortices: Patterns, mechanisms, and implications for psychopathology

VJ Sydnor, B Larsen, DS Bassett, A Alexander-Bloch… - Neuron, 2021 - cell.com
The human brain undergoes a prolonged period of cortical development that spans multiple
decades. During childhood and adolescence, cortical development progresses from lower …

The brain's default network: updated anatomy, physiology and evolving insights

RL Buckner, LM DiNicola - Nature Reviews Neuroscience, 2019 - nature.com
Discoveries over the past two decades demonstrate that regions distributed throughout the
association cortex, often called the default network, are suppressed during tasks that …

Standardizing workflows in imaging transcriptomics with the abagen toolbox

RD Markello, A Arnatkeviciute, JB Poline, BD Fulcher… - elife, 2021 - elifesciences.org
Gene expression fundamentally shapes the structural and functional architecture of the
human brain. Open-access transcriptomic datasets like the Allen Human Brain Atlas provide …

[HTML][HTML] Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study

J Chen, A Tam, V Kebets, C Orban, LQR Ooi… - Nature …, 2022 - nature.com
How individual differences in brain network organization track behavioral variability is a
fundamental question in systems neuroscience. Recent work suggests that resting-state and …

On the analyses of medical images using traditional machine learning techniques and convolutional neural networks

S Iqbal, A N. Qureshi, J Li, T Mahmood - Archives of Computational …, 2023 - Springer
Convolutional neural network (CNN) has shown dissuasive accomplishment on different
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …

Towards a universal taxonomy of macro-scale functional human brain networks

LQ Uddin, BT Yeo, RN Spreng - Brain topography, 2019 - Springer
The past decade has witnessed a proliferation of studies aimed at characterizing the human
connectome. These projects map the brain regions comprising large-scale systems …

Global waves synchronize the brain's functional systems with fluctuating arousal

RV Raut, AZ Snyder, A Mitra, D Yellin, N Fujii… - Science …, 2021 - science.org
We propose and empirically support a parsimonious account of intrinsic, brain-wide
spatiotemporal organization arising from traveling waves linked to arousal. We hypothesize …

Topographic organization of the human subcortex unveiled with functional connectivity gradients

Y Tian, DS Margulies, M Breakspear, A Zalesky - Nature neuroscience, 2020 - nature.com
Brain atlases are fundamental to understanding the topographic organization of the human
brain, yet many contemporary human atlases cover only the cerebral cortex, leaving the …

Connectome-based modelling of neurodegenerative diseases: towards precision medicine and mechanistic insight

JW Vogel, N Corriveau-Lecavalier… - Nature Reviews …, 2023 - nature.com
Neurodegenerative diseases are the most common cause of dementia. Although their
underlying molecular pathologies have been identified, there is substantial heterogeneity in …

Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity

J Li, D Bzdok, J Chen, A Tam, LQR Ooi, AJ Holmes… - Science …, 2022 - science.org
Algorithmic biases that favor majority populations pose a key challenge to the application of
machine learning for precision medicine. Here, we assessed such bias in prediction models …