The normative modeling framework for computational psychiatry

Brain charts for the human lifespan

(2022) R. A. I. Bethlehem et al.   NATURE

The Hierarchical Taxonomy of Psychopathology (HiTOP): A Quantitative Nosology Based on Consensus of Evidence

(2021) Roman Kotov et al.   Annual Review of Clinical Psychology

Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder

(2021) Thomas Wolfers et al.   HUMAN BRAIN MAPPING

Beyond the average patient: how neuroimaging models can address heterogeneity in dementia

(2021) Serena Verdi et al.   BRAIN

Brainhack: Developing a culture of open, inclusive, community-driven neuroscience

(2021) Rémi Gau et al.   NEURON

Linking RDoC and HiTOP: A new interface for advancing psychiatric nosology and neuroscience

(2021) Giorgia Michelini et al.   CLINICAL PSYCHOLOGY REVIEW

Warped Bayesian linear regression for normative modelling of big data

(2021) Charlotte J. Fraza et al.   NEUROIMAGE

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

Toward a “treadmill test” for cognition: Improved prediction of general cognitive ability from the task activated brain

(2020) Chandra Sripada et al.   HUMAN BRAIN MAPPING

Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group

(2020) Laura K. M. Han et al.   MOLECULAR PSYCHIATRY

ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

(2020) Paul M. Thompson et al.   Translational Psychiatry

Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists

(2020) Hao-Ting Wang et al.   NEUROIMAGE

Individual deviations from normative models of brain structure in a large cross-sectional schizophrenia cohort

(2020) Jinglei Lv et al.   MOLECULAR PSYCHIATRY

Challenges and future directions for representations of functional brain organization

(2020) Janine Bijsterbosch et al.   NATURE NEUROSCIENCE

Generative modeling of brain maps with spatial autocorrelation

(2020) Joshua B. Burt et al.   NEUROIMAGE

Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data

(2020) Joanne C. Beer et al.   NEUROIMAGE

RDoC at 10: changing the discourse for psychopathology

(2020) Charles A. Sanislow   World Psychiatry

Atypical Brain Asymmetry in Autism—A Candidate for Clinically Meaningful Stratification

(2020) Dorothea L. Floris et al.   Biological Psychiatry-Cognitive Neuroscience and Neuroimaging

A spatial Bayesian latent factor model for image‐on‐image regression

(2020) Cui Guo et al.   BIOMETRICS

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

(2020) Aman Taxali et al.   CEREBRAL CORTEX

Basic Units of Inter-Individual Variation in Resting State Connectomes

(2019) Chandra Sripada et al.   Scientific Reports

Individual differences v. the average patient: mapping the heterogeneity in ADHD using normative models

(2019) Thomas Wolfers et al.   PSYCHOLOGICAL MEDICINE

The proportion of missing data should not be used to guide decisions on multiple imputation

(2019) Paul Madley-Dowd et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

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

The Heterogeneity Problem: Approaches to Identify Psychiatric Subtypes

(2019) Eric Feczko et al.   TRENDS IN COGNITIVE SCIENCES

Conceptualizing mental disorders as deviations from normative functioning

(2019) Andre F. Marquand et al.   MOLECULAR PSYCHIATRY

Defining Individual-Specific Functional Neuroanatomy for Precision Psychiatry

(2019) Caterina Gratton et al.   BIOLOGICAL PSYCHIATRY

Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank

(2018) Fidel Alfaro-Almagro et al.   NEUROIMAGE

Harmonization of cortical thickness measurements across scanners and sites

(2018) Jean-Philippe Fortin et al.   NEUROIMAGE

From Maps to Multi-dimensional Network Mechanisms of Mental Disorders

(2018) Urs Braun et al.   NEURON

The Adolescent Brain Cognitive Development (ABCD) study: Imaging acquisition across 21 sites

(2018) B.J. Casey et al.   Developmental Cognitive Neuroscience

Mapping the Heterogeneous Phenotype of Schizophrenia and Bipolar Disorder Using Normative Models

(2018) Thomas Wolfers et al.   JAMA Psychiatry

Refinement by integration: aggregated effects of multimodal imaging markers on adult ADHD

(2017) Thomas Wolfers et al.   JOURNAL OF PSYCHIATRY & NEUROSCIENCE

Building better biomarkers: brain models in translational neuroimaging

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

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

(2017) Xilin Shen et al.   Nature Protocols

A Bayesian spatial model for neuroimaging data based on biologically informed basis functions

(2017) Ismael Huertas et al.   NEUROIMAGE

Individual differences in functional connectivity during naturalistic viewing conditions

(2017) Tamara Vanderwal et al.   NEUROIMAGE

Harmonization of multi-site diffusion tensor imaging data

(2017) Jean-Philippe Fortin et al.   NEUROIMAGE

Precision Neuroscience: Dense Sampling of Individual Brains

(2017) Russell A. Poldrack   NEURON

Parallel Interdigitated Distributed Networks within the Individual Estimated by Intrinsic Functional Connectivity

(2017) Rodrigo M. Braga et al.   NEURON

Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers

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

The contribution of geometry to the human connectome

(2016) James A. Roberts et al.   NEUROIMAGE

Methods that remove batch effects while retaining group differences may lead to exaggerated confidence in downstream analyses

(2015) Vegard Nygaard et al.   BIOSTATISTICS

Parcellating cortical functional networks in individuals

(2015) Danhong Wang et al.   NATURE NEUROSCIENCE

A neuromarker of sustained attention from whole-brain functional connectivity

(2015) Monica D Rosenberg et al.   NATURE NEUROSCIENCE

A positive-negative mode of population covariation links brain connectivity, demographics and behavior

(2015) Stephen M Smith et al.   NATURE NEUROSCIENCE

Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

(2015) Emily S Finn et al.   NATURE NEUROSCIENCE

Spatial embedding of structural similarity in the cerebral cortex

(2014) H. Francis Song et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions

(2014) Quentin Noirhomme et al.   NeuroImage-Clinical

Toward the future of psychiatric diagnosis: the seven pillars of RDoC

(2013) Bruce N Cuthbert et al.   BMC Medicine

Stratified medicine for mental disorders

(2013) Gunter Schumann et al.   EUROPEAN NEUROPSYCHOPHARMACOLOGY

ROAMER: roadmap for mental health research in Europe

(2013) Josep Maria Haro et al.   INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH

An fMRI-Based Neurologic Signature of Physical Pain

(2013) Tor D. Wager et al.   NEW ENGLAND JOURNAL OF MEDICINE

Research Domain Criteria (RDoC): Toward a New Classification Framework for Research on Mental Disorders

(2010) Thomas Insel et al.   AMERICAN JOURNAL OF PSYCHIATRY

Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

(2009) Andre Marquand et al.   NEUROIMAGE

Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference

(2008) S SMITH et al.   NEUROIMAGE