Research graph
References from Characterizing variability in resting-state functional magnetic resonance imaging (rsfMRI) metrics: a normative modeling framework. Local targets link to admitted publications; unresolved targets remain external evidence.
Toward discovery science of human brain function
2010 · External reference
The ADHD-200 Consortium: A Model to Advance the Translational Potential of Neuroimaging in Clinical Neuroscience
10.3389/fnsys.2012.00062 · 2012 · External reference
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Software tools for analysis and visualization of fMRI data
10.1002/(sici)1099-1492(199706/08)10:4/5<171::aid-nbm453>3.0.co;2-l · 1997 · External reference
Enhancing studies of the connectome in autism using the autism brain imaging data exchange II
10.1038/sdata.2017.10 · 2017 · External reference
The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism
10.1038/mp.2013.78 · 2014 · External reference
Fsl
10.1016/j.neuroimage.2011.09.015 · 2012 · External reference
PCNToolkit
2021 · External reference
Making data sharing work: the FCP/INDI experience
10.1016/j.neuroimage.2012.10.064 · 2013 · External reference
The normative modeling framework for computational psychiatry
10.1038/s41596-022-00696-5 · 2022 · External reference
Advances in functional and structural MR image analysis and implementation as FSL
10.1016/j.neuroimage.2004.07.051 · 2004 · External reference
Bayesian analysis of neuroimaging data in FSL
10.1016/j.neuroimage.2008.10.055 · 2009 · External reference
Cerebral blood flow and cardiovascular risk effects on resting brain regional homogeneity
10.1016/j.neuroimage.2022.119555 · 2022 · External reference
Machine Learning Evidence for Sex Differences Consistently Influences Resting-State Functional Magnetic Resonance Imaging Fluctuations Across Multiple Independently Acquired Data Sets
10.1089/brain.2020.0878 · 2022 · External reference
Resting-State Functional MRI Analyses for Brain Activity Characterization: A Narrative Review of Features and Methods
10.1111/ejn.70276 · 2025 · External reference
Temporal and Spatial Scales of Human Resting-State Cortical Activity across the Lifespan
10.1523/jneurosci.0577-25.2025 · 2026 · External reference
A normative modelling approach reveals age-atypical cortical thickness in a subgroup of males with autism spectrum disorder
10.1038/s42003-020-01212-9 · 2020 · External reference
Brain charts for the human lifespan
10.1038/s41586-022-04554-y · 2022 · External reference
Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
10.1002/mrm.1910340409 · 1995 · External reference
Toward discovery science of human brain function
2010 · External reference
Developmental decorrelation of local cortical activity through adolescence supports high-dimensional encoding and working memory
10.1016/j.dcn.2025.101541 · 2025 · External reference
A review of resting-state fMRI and its use to examine psychiatric disorders
10.1093/psyrad/kkab003 · 2021 · External reference
The ADHD-200 Consortium: A Model to Advance the Translational Potential of Neuroimaging in Clinical Neuroscience
10.3389/fnsys.2012.00062 · 2012 · External reference
AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Computers and biomedical research
1996 · External reference
Software tools for analysis and visualization of fMRI data
10.1002/(sici)1099-1492(199706/08)10:4/5<171::aid-nbm453>3.0.co;2-l · 1997 · External reference
Non-Gaussian normative modelling with hierarchical Bayesian regression
10.1162/imag_a_00132 · 2024 · External reference
Hemodynamic and metabolic correspondence of resting-state voxel-based physiological metrics in healthy adults
10.1016/j.neuroimage.2022.118923 · 2022 · External reference
A Practical Overview of Case-Control Studies in Clinical Practice
10.1016/j.chest.2020.03.009 · 2020 · External reference
Enhancing studies of the connectome in autism using the autism brain imaging data exchange II
10.1038/sdata.2017.10 · 2017 · External reference
The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism
10.1038/mp.2013.78 · 2014 · External reference
Hurst Exponent Analysis of Resting-State fMRI Signal Complexity across the Adult Lifespan
10.3389/fnins.2018.00034 · 2018 · External reference
Functional brain connectivity changes across the human life span: From fetal development to old age
10.1002/jnr.24669 · 2021 · External reference
The influence of sample size and covariate distributions on neuroanatomical normative modeling
10.7554/elife.108952.3 · 2026 · External reference
Impact of intensity standardisation and ComBat batch size on clinical-radiomic prognostic models performance in a multi-centre study of patients with glioblastoma
10.1007/s00330-024-11168-7 · 2025 · External reference
Harmonization of cortical thickness measurements across scanners and sites
10.1016/j.neuroimage.2017.11.024 · 2018 · External reference
Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
10.1038/nrn2201 · 2007 · External reference
Using Extreme Value Statistics to Reconceptualize Psychopathology as Extreme Deviations From a Normative Reference Model
10.1002/hbm.70281 · 2025 · External reference
Warped Bayesian linear regression for normative modelling of big data
10.1016/j.neuroimage.2021.118715 · 2021 · External reference
Atypical developmental trajectory of local spontaneous brain activity in autism spectrum disorder
2017 · External reference
Brain regional homogeneity and its association with age and intelligence in typically developing youth
10.1016/j.ajp.2023.103497 · 2023 · External reference
Unresolved reference
2023 · External reference
Statistical Learning
2023 · External reference
10.1016/j.neuroimage.2011.09.015
10.1016/j.neuroimage.2011.09.015 · 2012 · External reference
Reduced dopamine receptors and transporters but not synthesis capacity in normal aging adults: a meta-analysis
10.1016/j.neurobiolaging.2017.05.006 · 2017 · External reference
Growth Charting of Brain Connectivity Networks and the Identification of Attention Impairment in Youth
10.1001/jamapsychiatry.2016.0088 · 2016 · External reference
Age of onset of mental disorders: a review of recent literature
10.1097/yco.0b013e32816ebc8c · 2007 · External reference
Hierarchical Bayesian Regression for Multi-site Normative Modeling of Neuroimaging Data
2020 · External reference
Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression
10.1371/journal.pone.0278776 · 2022 · External reference
Resting-state abnormalities in Autism Spectrum Disorders: A meta-analysis
10.1038/s41598-019-40427-7 · 2019 · External reference
Normative modelling of molecular-based functional circuits captures clinical heterogeneity transdiagnostically in psychiatric patients
10.1038/s42003-024-06391-3 · 2024 · External reference
Multi-modal Variational Autoencoders for Normative Modelling Acro
10.1007/978-3-031-43907-0_41 · 2023 · External reference
Resting-state fMRI: a review of methods and clinical applications
10.3174/ajnr.a3263 · 2013 · External reference
Spatiotemporal dynamics of the human cortical functional hierarchy across the lifespan
2026 · External reference
Understanding the heterogeneity of dynamic functional connectivity patterns in first-episode drug naive depression using normative models
10.1016/j.jad.2023.01.109 · 2023 · External reference
Alzheimer's disease heterogeneity revealed by neuroanatomical normative modeling
2024 · External reference
Age-related structural and functional variations in 5,967 individuals across the adult lifespan
10.1002/hbm.24905 · 2020 · External reference
Resting-State Functional MRI: Everything That Nonexperts Have Always Wanted to Know
2018 · External reference
Sex-dependent alterations in resting-state cerebral blood flow, amplitude of low-frequency fluctuations and their coupling relationship in schizophrenia
10.1177/0004867415601728 · 2016 · External reference
PCNToolkit
2021 · External reference
Normative modeling for clinical neuroscience
2024 · External reference
Conceptualizing mental disorders as deviations from normative functioning
10.1038/s41380-019-0441-1 · 2019 · External reference
Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies
10.1016/j.biopsych.2015.12.023 · 2016 · External reference
Making data sharing work: the FCP/INDI experience
10.1016/j.neuroimage.2012.10.064 · 2013 · External reference
The definition and measurement of heterogeneity
10.1038/s41398-020-00986-0 · 2020 · External reference
Normative model detects abnormal functional connectivity in psychiatric disorders
10.3389/fpsyt.2023.1068397 · 2023 · External reference
Aberrant spontaneous low-frequency brain activity in amnestic mild cognitive impairment: A meta-analysis of resting-state fMRI studies
10.1016/j.arr.2016.12.001 · 2017 · External reference
Towards precise resting-state fMRI biomarkers in psychiatry: synthesizing developments in transdiagnostic research, dimensional models of psychopathology, and normative neurodevelopment
10.1016/j.conb.2020.10.016 · 2020 · External reference
Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion
10.1016/j.neuroimage.2011.10.018 · 2012 · External reference
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA
10.1016/j.neuroimage.2020.116956 · 2020 · External reference
Evidence for embracing normative modeling
10.7554/elife.85082 · 2023 · External reference
Charting brain growth and aging at high spatial precision
10.7554/elife.72904 · 2022 · External reference
The normative modeling framework for computational psychiatry
10.1038/s41596-022-00696-5 · 2022 · External reference
Age-related differences in resting-state functional connectivity from childhood to adolescence
10.1093/cercor/bhad011 · 2023 · External reference
Modeling non-linear relationships in epidemiological data: The application and interpretation of spline models
10.3389/fepid.2022.975380 · 2022 · External reference
Regional, circuit and network heterogeneity of brain abnormalities in psychiatric disorders
10.1038/s41593-023-01404-6 · 2023 · External reference
Meta-Connectomic Analysis Reveals Commonly Disrupted Functional Architectures in Network Modules and Connectors across Brain Disorders
10.1093/cercor/bhx273 · 2018 · External reference
Correspondence of the brain's functional architecture during activation and rest
2009 · External reference
Advances in functional and structural MR image analysis and implementation as FSL
10.1016/j.neuroimage.2004.07.051 · 2004 · External reference
Resting state fMRI: A review on methods in resting state connectivity analysis and resting state networks
10.1177/1971400917697342 · 2017 · External reference
Age at onset of mental disorders worldwide: large-scale meta-analysis of 192 epidemiological studies
10.1038/s41380-021-01161-7 · 2022 · External reference
Human lifespan changes in the brain's functional connectome
10.1038/s41593-025-01907-4 · 2025 · External reference
Hidden Rhythms of a Developing Brain: Multimetric rs-fMRI Insights Into Typical Youth Maturation
10.1002/hbm.70320 · 2025 · External reference
Cerebral blood flow in normal aging adults: cardiovascular determinants, clinical implications, and aerobic fitness
10.1111/jnc.14234 · 2018 · External reference
Functional hierarchy of the human neocortex across the lifespan
10.1038/s41586-026-10219-x · 2026 · External reference
Towards a youth mental health paradigm: a perspective and roadmap
10.1038/s41380-023-02202-z · 2023 · External reference
Physiology and Physics of the fMRI Signal
2015 · External reference
Bayesian statistics and modelling
10.1038/s43586-020-00001-2 · 2021 · External reference
Revealing Individual Neuroanatomical Heterogeneity in Alzheimer Disease Using Neuroanatomical Normative Modeling
10.1212/wnl.0000000000207298 · 2023 · External reference
Personalizing progressive changes to brain structure in Alzheimer's disease using normative modeling
10.1002/alz.14174 · 2024 · External reference
Common neural dysfunction in psychiatric disorders: Insights from a meta-analysis of resting-state fMRI studies
10.1038/s41398-025-03760-2 · 2025 · External reference
Decoding lifespan changes of the human brain using resting-state functional connectivity MRI
2012 · External reference
Conn: a functional connectivity toolbox for correlated and anticorrelated brain networks
10.1089/brain.2012.0073 · 2012 · External reference
Monofractal and multifractal dynamics of low frequency endogenous brain oscillations in functional MRI
10.1002/hbm.20593 · 2008 · External reference
Individual differences v. the average patient: mapping the heterogeneity in ADHD using normative models
10.1017/s0033291719000084 · 2020 · External reference
From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics
10.1016/j.neubiorev.2015.08.001 · 2015 · External reference
Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder
10.1002/hbm.25386 · 2021 · External reference
Bayesian analysis of neuroimaging data in FSL
10.1016/j.neuroimage.2008.10.055 · 2009 · External reference
Editorial: The heterogeneity of neuropsychiatric disorders
2022 · External reference
Amplitude of low frequency fluctuation within visual areas revealed by resting-state functional MRI
10.1016/j.neuroimage.2007.01.054 · 2007 · External reference
Echo Time Dependency of Local Activity Metrics of Resting-State Functional MRI
10.3389/fnins.2021.619412 · 2021 · External reference
Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models
10.1016/j.bpsc.2018.11.013 · 2019 · External reference
Understanding diseases as increased heterogeneity: a complex network computational framework
10.1098/rsif.2018.0405 · 2018 · External reference
Intra- and Inter-Scanner Reliability of Voxel-Wise Whole-Brain Analytic Metrics for Resting State fMRI
10.3389/fninf.2018.00054 · 2018 · External reference
Functional alterations of fronto-limbic circuit and default mode network systems in first-episode, drug-naive patients with major depressive disorder: A meta-analysis of resting-state fMRI data
10.1016/j.jad.2016.09.005 · 2016 · External reference
An improved approach to detection of amplitude of low-frequency fluctuation (ALFF) for resting-state fMRI: fractional ALFF
10.1016/j.jneumeth.2008.04.012 · 2008 · External reference
