Using connectome-based predictive modeling to predict individual behavior from brain connectivity

The Philadelphia Neurodevelopmental Cohort: A publicly available resource for the study of normal and abnormal brain development in youth

(2016) Theodore D. Satterthwaite et al.   NEUROIMAGE

Identifying patients with Alzheimer’s disease using resting-state fMRI and graph theory

(2015) Ali Khazaee et al.   CLINICAL NEUROPHYSIOLOGY

A neuromarker of sustained attention from whole-brain functional connectivity

(2015) Monica D Rosenberg et al.   NATURE NEUROSCIENCE

Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

(2015) Emily S Finn et al.   NATURE NEUROSCIENCE

Recent progress and outstanding issues in motion correction in resting state fMRI

(2015) Jonathan D. Power et al.   NEUROIMAGE

Prediction as a Humanitarian and Pragmatic Contribution from Human Cognitive Neuroscience

(2015) John D.E. Gabrieli et al.   NEURON

Functional connectivity classification of autism identifies highly predictive brain features but falls short of biomarker standards

(2015) Mark Plitt et al.   NeuroImage-Clinical

Structural Maturation and Brain Activity Predict Future Working Memory Capacity during Childhood Development

(2014) H. Ullman et al.   JOURNAL OF NEUROSCIENCE

When Optimism Hurts: Inflated Predictions in Psychiatric Neuroimaging

(2013) Robert Whelan et al.   BIOLOGICAL PSYCHIATRY

Resting-State Functional Connectivity Predicts Impulsivity in Economic Decision-Making

(2013) N. Li et al.   JOURNAL OF NEUROSCIENCE

The WU-Minn Human Connectome Project: An overview

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

A comprehensive assessment of regional variation in the impact of head micromovements on functional connectomics

(2013) Chao-Gan Yan et al.   NEUROIMAGE

Groupwise whole-brain parcellation from resting-state fMRI data for network node identification

(2013) X. Shen et al.   NEUROIMAGE

On the interpretation of weight vectors of linear models in multivariate neuroimaging

(2013) Stefan Haufe et al.   NEUROIMAGE

Neural predictors of individual differences in response to math tutoring in primary-grade school children

(2013) K. Supekar et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Functional connectomics from resting-state fMRI

(2013) Stephen M. Smith et al.   TRENDS IN COGNITIVE SCIENCES

Classification of schizophrenia patients based on resting-state functional network connectivity

(2013) Mohammad R. Arbabshirani et al.   Frontiers in Neuroscience

Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis

(2012) Ling-Li Zeng et al.   BRAIN

Predicting Treatment Response in Social Anxiety Disorder From Functional Magnetic Resonance Imaging

(2012) Oliver Doehrmann et al.   JAMA Psychiatry

Functional connectivity magnetic resonance imaging classification of autism

(2011) Jeffrey S. Anderson et al.   BRAIN

Parcellations and Hemispheric Asymmetries of Human Cerebral Cortex Analyzed on Surface-Based Atlases

(2011) D. C. Van Essen et al.   CEREBRAL CORTEX

A whole brain fMRI atlas generated via spatially constrained spectral clustering

(2011) R. Cameron Craddock et al.   HUMAN BRAIN MAPPING

The organization of the human cerebral cortex estimated by intrinsic functional connectivity

(2011) B. T. Thomas Yeo et al.   JOURNAL OF NEUROPHYSIOLOGY

The influence of head motion on intrinsic functional connectivity MRI

(2011) Koene R.A. Van Dijk et al.   NEUROIMAGE

Functional Network Organization of the Human Brain

(2011) Jonathan D. Power et al.   NEURON

Prediction of Individual Brain Maturity Using fMRI

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

Assessing the Performance of Prediction Models

(2009) Ewout W. Steyerberg et al.   EPIDEMIOLOGY

Circular analysis in systems neuroscience: the dangers of double dipping

(2009) Nikolaus Kriegeskorte et al.   NATURE NEUROSCIENCE