Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes

Functional connectome fingerprinting using shallow feedforward neural networks

(2021) Gokce Sarar et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A guide to the measurement and interpretation of fMRI test-retest reliability

(2021) Stephanie Noble et al.   Current Opinion in Behavioral Sciences

Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and Promises

(2020) Jing Sui et al.   BIOLOGICAL PSYCHIATRY

Functional connectivity predicts changes in attention observed across minutes, days, and months

(2020) Monica D. Rosenberg et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Accurate prediction of individual subject identity and task, but not autism diagnosis, from functional connectomes

(2020) Lisa Byrge et al.   HUMAN BRAIN MAPPING

Association between real-world experiential diversity and positive affect relates to hippocampal–striatal functional connectivity

(2020) Aaron S. Heller et al.   NATURE NEUROSCIENCE

Overlapping attentional networks yield divergent behavioral predictions across tasks: Neuromarkers for diffuse and focused attention?

(2020) Esther X.W. Wu et al.   NEUROIMAGE

Optimising network modelling methods for fMRI

(2020) Usama Pervaiz et al.   NEUROIMAGE

Functional connectome fingerprinting accuracy in youths and adults is similar when examined on the same day and 1.5‐years apart

(2020) Maria Jalbrzikowski et al.   HUMAN BRAIN MAPPING

Edge-centric functional network representations of human cerebral cortex reveal overlapping system-level architecture

(2020) Joshua Faskowitz et al.   NATURE NEUROSCIENCE

Bring the Noise: Reconceptualizing Spontaneous Neural Activity

(2020) Lucina Q. Uddin   TRENDS IN COGNITIVE SCIENCES

Boost in Test–Retest Reliability in Resting State fMRI with Predictive Modeling

(2020) Aman Taxali et al.   CEREBRAL CORTEX

Towards precise resting-state fMRI biomarkers in psychiatry: synthesizing developments in transdiagnostic research, dimensional models of psychopathology, and normative neurodevelopment

(2020) Linden Parkes et al.   CURRENT OPINION IN NEUROBIOLOGY

The functional brain organization of an individual allows prediction of measures of social abilities trans-diagnostically in autism and attention/deficit and hyperactivity disorder

(2019) Evelyn MR. Lake et al.   BIOLOGICAL PSYCHIATRY

Benchmarking functional connectome-based predictive models for resting-state fMRI

(2019) Kamalaker Dadi et al.   NEUROIMAGE

Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior

(2019) Rajan Kashyap et al.   NEUROIMAGE

General functional connectivity: Shared features of resting-state and task fMRI drive reliable and heritable individual differences in functional brain networks

(2019) Maxwell L. Elliott et al.   NEUROIMAGE

Improved state change estimation in dynamic functional connectivity using hidden semi-Markov models

(2019) Heather Shappell et al.   NEUROIMAGE

The individual functional connectome is unique and stable over months to years

(2019) Corey Horien et al.   NEUROIMAGE

Sex Classification by Resting State Brain Connectivity

(2019) Susanne Weis et al.   CEREBRAL CORTEX

Uncovering multi-site identifiability based on resting-state functional connectomes

(2019) Sumra Bari et al.   NEUROIMAGE

Ten simple rules for predictive modeling of individual differences in neuroimaging

(2019) Dustin Scheinost et al.   NEUROIMAGE

Uncovering the structure of self-regulation through data-driven ontology discovery

(2019) Ian W. Eisenberg et al.   Nature Communications

Real-time triggering reveals concurrent lapses of attention and working memory

(2019) Megan T. deBettencourt et al.   Nature Human Behaviour

Harnessing reliability for neuroscience research

(2019) Xi-Nian Zuo et al.   Nature Human Behaviour

Prediction of neurocognition in youth from resting state fMRI

(2019) Chandra Sripada et al.   MOLECULAR PSYCHIATRY

Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives

(2019) Laurent Chauvin et al.   NEUROIMAGE

Defining Individual-Specific Functional Neuroanatomy for Precision Psychiatry

(2019) Caterina Gratton et al.   BIOLOGICAL PSYCHIATRY

A decade of test-retest reliability of functional connectivity: A systematic review and meta-analysis

(2019) Stephanie Noble et al.   NEUROIMAGE

There is no single functional atlas even for a single individual: Functional parcel definitions change with task

(2019) Mehraveh Salehi et al.   NEUROIMAGE

Predicting personality from network-based resting-state functional connectivity

(2018) Alessandra D. Nostro et al.   Brain Structure & Function

Evaluating the Prediction of Brain Maturity From Functional Connectivity After Motion Artifact Denoising

(2018) Ashley N Nielsen et al.   CEREBRAL CORTEX

Functional connectivity predicts gender: Evidence for gender differences in resting brain connectivity

(2018) Chao Zhang et al.   HUMAN BRAIN MAPPING

Considering factors affecting the connectome-based identification process: Comment on Waller et al.

(2018) Corey Horien et al.   NEUROIMAGE

The effect of machine learning regression algorithms and sample size on individualized behavioral prediction with functional connectivity features

(2018) Zaixu Cui et al.   NEUROIMAGE

Functional Brain Networks Are Dominated by Stable Group and Individual Factors, Not Cognitive or Daily Variation

(2018) Caterina Gratton et al.   NEURON

Resting-state functional connectivity predicts neuroticism and extraversion in novel individuals

(2018) Wei-Ting Hsu et al.   Social Cognitive and Affective Neuroscience

Task-induced brain state manipulation improves prediction of individual traits

(2018) Abigail S. Greene et al.   Nature Communications

The quest for identifiability in human functional connectomes

(2018) Enrico Amico et al.   Scientific Reports

A prediction model of working memory across health and psychiatric disease using whole-brain functional connectivity

(2018) Masahiro Yamashita et al.   eLife

A framework for offline evaluation and optimization of real-time algorithms for use in neurofeedback, demonstrated on an instantaneous proxy for correlations

(2018) Michal Ramot et al.   NEUROIMAGE

Chronnectome fingerprinting: Identifying individuals and predicting higher cognitive functions using dynamic brain connectivity patterns

(2017) Jin Liu et al.   HUMAN BRAIN MAPPING

Digital Phenotyping

(2017) Thomas R. Insel   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Building better biomarkers: brain models in translational neuroimaging

(2017) Choong-Wan Woo et al.   NATURE NEUROSCIENCE

Resting-state fMRI correlations: From link-wise unreliability to whole brain stability

(2017) Mario Pannunzi et al.   NEUROIMAGE

Evaluating the replicability, specificity, and generalizability of connectome fingerprints

(2017) Lea Waller et al.   NEUROIMAGE

Predicting brain-age from multimodal imaging data captures cognitive impairment

(2017) Franziskus Liem et al.   NEUROIMAGE

Can brain state be manipulated to emphasize individual differences in functional connectivity?

(2017) Emily S. Finn et al.   NEUROIMAGE

Functional neuroimaging of high-risk 6-month-old infants predicts a diagnosis of autism at 24 months of age

(2017) Robert W. Emerson et al.   Science Translational Medicine

Longitudinal modeling in developmental neuroimaging research: Common challenges, and solutions from developmental psychology

(2017) Kevin M. King et al.   Developmental Cognitive Neuroscience

Developmental cognitive neuroscience using latent change score models: A tutorial and applications

(2017) Rogier A. Kievit et al.   Developmental Cognitive Neuroscience

Data Quality Influences Observed Links Between Functional Connectivity and Behavior

(2016) Joshua S. Siegel et al.   CEREBRAL CORTEX

Factors affecting characterization and localization of interindividual differences in functional connectivity using MRI

(2016) Raag D. Airan et al.   HUMAN BRAIN MAPPING

Structural brain development between childhood and adulthood: Convergence across four longitudinal samples

(2016) Kathryn L. Mills et al.   NEUROIMAGE

Intrinsic functional connectivity predicts individual differences in distractibility

(2016) Victoria N. Poole et al.   NEUROPSYCHOLOGIA

Ageing and brain white matter structure in 3,513 UK Biobank participants

(2016) Simon R. Cox et al.   Nature Communications

Growth Charting of Brain Connectivity Networks and the Identification of Attention Impairment in Youth

(2016) Daniel Kessler et al.   JAMA Psychiatry

The Contribution of Attentional Lapses to Individual Differences in Visual Working Memory Capacity

(2015) Kirsten C. S. Adam et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

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

Dynamic functional connectivity using state-based dynamic community structure: Method and application to opioid analgesia

(2015) Lucy F. Robinson et al.   NEUROIMAGE

Prediction as a Humanitarian and Pragmatic Contribution from Human Cognitive Neuroscience

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

Resting-state functional connectivity predicts longitudinal change in autistic traits and adaptive functioning in autism

(2015) Mark Plitt et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Tracking ongoing cognition in individuals using brief, whole-brain functional connectivity patterns

(2015) Javier Gonzalez-Castillo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Characterizing and Differentiating Brain State Dynamics via Hidden Markov Models

(2014) Jinli Ou et al.   BRAIN TOPOGRAPHY

Clinical applications of the functional connectome

(2013) F. Xavier Castellanos et al.   NEUROIMAGE

Global Connectivity of Prefrontal Cortex Predicts Cognitive Control and Intelligence

(2012) M. W. Cole et al.   JOURNAL OF NEUROSCIENCE

Dynamic connectivity regression: Determining state-related changes in brain connectivity

(2012) Ivor Cribben et al.   NEUROIMAGE

Anti-correlated networks, global signal regression, and the effects of caffeine in resting-state functional MRI

(2012) Chi Wah Wong et al.   NEUROIMAGE

Human brain changes across the life span: A review of 56 longitudinal magnetic resonance imaging studies

(2011) Anna M. Hedman et al.   HUMAN BRAIN MAPPING

Personality Is Reflected in the Brain's Intrinsic Functional Architecture

(2011) Jonathan S. Adelstein et al.   PLoS One

Computational psychiatry

(2011) P. Read Montague et al.   TRENDS IN COGNITIVE SCIENCES

Prediction of Individual Brain Maturity Using fMRI

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

A Structural MRI Study of Human Brain Development from Birth to 2 Years

(2008) R. C. Knickmeyer et al.   JOURNAL OF NEUROSCIENCE