Interpretable brain age prediction using linear latent variable models of functional connectivity

Short-Term Classification Learning Promotes Rapid Global Improvements of Information Processing in Human Brain Functional Connectome

(2020) Antonio G. Zippo et al.   Frontiers in Human Neuroscience

Efficiently searching through large tACS parameter spaces using closed-loop Bayesian optimization

(2019) Romy Lorenz et al.   Brain Stimulation

Dissociating frontoparietal brain networks with neuroadaptive Bayesian optimization

(2018) Romy Lorenz et al.   Nature Communications

Large-scale brain network associated with creative insight: combined voxel-based morphometry and resting-state functional connectivity analyses

(2018) Takeshi Ogawa et al.   Scientific Reports

Challenges in measuring individual differences in functional connectivity using fMRI: The case of healthy aging

(2017) Linda Geerligs et al.   HUMAN BRAIN MAPPING

Brain age predicts mortality

(2017) J H Cole et al.   MOLECULAR PSYCHIATRY

Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker

(2017) James H. Cole et al.   NEUROIMAGE

Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers

(2017) James H. Cole et al.   TRENDS IN NEUROSCIENCES

Decoding Time-Varying Functional Connectivity Networks via Linear Graph Embedding Methods

(2017) Ricardo P. Monti et al.   Frontiers in Computational Neuroscience

The relation between statistical power and inference in fMRI

(2017) Henk R. Cremers et al.   PLoS One

Real-time estimation of dynamic functional connectivity networks

(2016) Ricardo Pio Monti et al.   HUMAN BRAIN MAPPING

Orthogonal Connectivity Factorization: Interpretable Decomposition of Variability in Correlation Matrices

(2016) Aapo Hyvärinen et al.   NEURAL COMPUTATION

Age differences in the functional interactions among the default, frontoparietal control, and dorsal attention networks

(2016) Cheryl Grady et al.   NEUROBIOLOGY OF AGING

Characterizing Variability of Modular Brain Connectivity with Constrained Principal Component Analysis

(2016) Jun-ichiro Hirayama et al.   PLoS One

Prediction of brain age suggests accelerated atrophy after traumatic brain injury

(2015) James H. Cole et al.   ANNALS OF NEUROLOGY

State and Trait Components of Functional Connectivity: Individual Differences Vary with Mental State

(2015) L. Geerligs et al.   JOURNAL OF NEUROSCIENCE

A Brain-Wide Study of Age-Related Changes in Functional Connectivity

(2014) Linda Geerligs et al.   CEREBRAL CORTEX

Estimating time-varying brain connectivity networks from functional MRI time series

(2014) Ricardo Pio Monti et al.   NEUROIMAGE

Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers

(2014) Gholamreza Salimi-Khorshidi et al.   NEUROIMAGE

The Chronnectome: Time-Varying Connectivity Networks as the Next Frontier in fMRI Data Discovery

(2014) Vince D. Calhoun et al.   NEURON

Machine learning for neuroimaging with scikit-learn

(2014) Alexandre Abraham et al.   Frontiers in Neuroinformatics

Preferential Detachment During Human Brain Development: Age- and Sex-Specific Structural Connectivity in Diffusion Tensor Imaging (DTI) Data

(2013) Sol Lim et al.   CEREBRAL CORTEX

The WU-Minn Human Connectome Project: An overview

(2013) David C. Van Essen et al.   NEUROIMAGE

Principal components of functional connectivity: A new approach to study dynamic brain connectivity during rest

(2013) Nora Leonardi et al.   NEUROIMAGE

Accelerated Brain Aging in Schizophrenia and Beyond: A Neuroanatomical Marker of Psychiatric Disorders

(2013) N. Koutsouleris et al.   SCHIZOPHRENIA BULLETIN

Advanced BrainAGE in older adults with type 2 diabetes mellitus

(2013) Katja Franke et al.   Frontiers in Aging Neuroscience

Reduced specificity of functional connectivity in the aging brain during task performance

(2012) Linda Geerligs et al.   HUMAN BRAIN MAPPING

The future of FMRI connectivity

(2012) Stephen M. Smith   NEUROIMAGE

Characterizing variation in the functional connectome: promise and pitfalls

(2012) Clare Kelly et al.   TRENDS IN COGNITIVE SCIENCES

Functional connectivity tracks clinical deterioration in Alzheimer's disease

(2011) Jessica S. Damoiseaux et al.   NEUROBIOLOGY OF AGING

Functional Network Organization of the Human Brain

(2011) Jonathan D. Power et al.   NEURON

How reliable are the results from functional magnetic resonance imaging?

(2010) Craig M. Bennett et al.   Annals of the New York Academy of Sciences

Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: Exploring the influence of various parameters

(2010) Katja Franke et al.   NEUROIMAGE

Prediction of Individual Brain Maturity Using fMRI

(2010) Nico U. F. Dosenbach et al.   SCIENCE

Computational anatomy with the SPM software

(2009) John Ashburner   MAGNETIC RESONANCE IMAGING

Changes of functional connectivity of the motor network in the resting state in Parkinson's disease

(2009) Tao Wu et al.   NEUROSCIENCE LETTERS