Augustijn A. A. de Boer

Protocol Update: The Normative Modelling Paradigm for Computational Psychiatry

This paper updates the normative modelling protocol for computational psychiatry, including new methods, software tools, and models for neuroimaging data analysis.

Dissecting heterogeneous brain development and aging using voxelwise normative models

This paper develops voxelwise normative models of brain morphometry across the lifespan and applies them to study brain development after preterm birth and neurodegenerative disorders.

Cerebellar growth is associated with domain-specific cerebral maturation and socio-linguistic behavioral outcomes

This study maps cerebellar volumetric growth from infancy to young adulthood and links it to cerebral development and socio-linguistic behaviors.

MEGaNorm: Normative Modeling of MEG Brain Oscillations Across the Human Lifespan

MEGaNorm models lifespan trajectories of resting-state MEG brain oscillations, revealing disease-related abnormalities in Parkinson's disease patients.

Non-Gaussian Normative Modelling With Hierarchical Bayesian Regression

This paper extends hierarchical Bayesian regression to model non-Gaussian data with skewness and kurtosis, showing improved performance on neuroimaging datasets.

Large Data on the Small Brain: Population-wide Cerebellar Growth Models of Children and Adolescents

The paper develops population-wide cerebellar growth models using neuroimaging data, revealing an anterior-posterior growth gradient linked to cognitive and motor development.

Explanatory latent representation of heterogeneous spatial maps of task-fMRI in large-scale datasets

The paper learns interpretable latent representations of task-fMRI data from large-scale datasets, capturing demographic and behavioral variability through a three-dimensional autoencoder and normative modeling.