Warped Bayesian linear regression for normative modelling of big data

Reliability and validity of the UK Biobank cognitive tests

(2020) Chloe Fawns-Ritchie et al.   PLoS One

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

(2019) Thomas Wolfers et al.   PSYCHOLOGICAL MEDICINE

Conceptualizing mental disorders as deviations from normative functioning

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

Common brain disorders are associated with heritable patterns of apparent aging of the brain

(2019) Tobias Kaufmann et al.   NATURE NEUROSCIENCE

Compositionally-warped Gaussian processes

(2019) Gonzalo Rios et al.   NEURAL NETWORKS

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

(2018) Fidel Alfaro-Almagro et al.   NEUROIMAGE

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

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

(2017) Ismael Huertas et al.   NEUROIMAGE

Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies

(2016) Andre F. Marquand et al.   BIOLOGICAL PSYCHIATRY

Multimodal population brain imaging in the UK Biobank prospective epidemiological study

(2016) Karla L Miller et al.   NATURE NEUROSCIENCE

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

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

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

Cognitive Test Scores in UK Biobank: Data Reduction in 480,416 Participants and Longitudinal Stability in 20,346 Participants

(2016) Donald M. Lyall et al.   PLoS One

From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics

(2015) Thomas Wolfers et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Brain disorders? Precisely

(2015) T. R. Insel et al.   SCIENCE

UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old Age

(2015) Cathie Sudlow et al.   PLOS MEDICINE

The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data

(2014) Paul M. Thompson et al.   Brain Imaging and Behavior

When does brain aging accelerate? Dangers of quadratic fits in cross-sectional studies

(2010) Anders. M. Fjell et al.   NEUROIMAGE

Sinh-arcsinh distributions

(2009) M. C. Jones et al.   BIOMETRIKA