Area of research
Cognitive Neuroscience · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Functional Brain Connectivity Studies, Advanced Neuroimaging Techniques and Applications, Genetic Associations and Epidemiology, and EEG and Brain-Computer Interfaces.
Brain age in multiple sclerosis: a study with deep learning and traditional machine learning
Deep neural networks learn general and clinically relevant representations of the ageing brain
Boosting Schizophrenia Genetics by Utilizing Genetic Overlap With Brain Morphology
Distributed genetic architecture across the hippocampal formation implies common neuropathology across brain disorders
The genetic architecture of human cortical folding
Vertex-wise multivariate genome-wide association study identifies 780 unique genetic loci associated with cortical morphology
Genetic Association Between Schizophrenia and Cortical Brain Surface Area and Thickness
Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder
1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans
The genetic architecture of the human cerebral cortex
Understanding the genetic determinants of the brain with MOSTest
Multimodal imaging improves brain age prediction and reveals distinct abnormalities in patients with psychiatric and neurological disorders
Women's brain aging: Effects of sex‐hormone exposure, pregnancies, and genetic risk for Alzheimer's disease
Patterns of sociocognitive stratification and perinatal risk in the child brain
Cortical thickness and resting‐state cardiac function across the lifespan: A cross‐sectional pooled mega‐analysis
The genetic architecture of human brainstem structures and their involvement in common brain disorders
Common brain disorders are associated with heritable patterns of apparent aging of the brain
Brain Heterogeneity in Schizophrenia and Its Association With Polygenic Risk
Association of Copy Number Variation of the 15q11.2 BP1-BP2 Region With Cortical and Subcortical Morphology and Cognition
Telomere length is associated with childhood trauma in patients with severe mental disorders
Reproducible grey matter patterns index a multivariate, global alteration of brain structure in schizophrenia and bipolar disorder
Brain Connectome Mapping of Complex Human Traits and Their Polygenic Architecture Using Machine Learning
Biophysical Psychiatry—How Computational Neuroscience Can Help to Understand the Complex Mechanisms of Mental Disorders
Correction: Dose response of the 16p11.2 distal copy number variant on intracranial volume and basal ganglia
Mapping the Heterogeneous Phenotype of Schizophrenia and Bipolar Disorder Using Normative Models
Using structural MRI to identify bipolar disorders – 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group
Brain scans from 21,297 individuals reveal the genetic architecture of hippocampal subfield volumes
Dose response of the 16p11.2 distal copy number variant on intracranial volume and basal ganglia
Cerebellar volume and cerebellocerebral structural covariance in schizophrenia: a multisite mega-analysis of 983 patients and 1349 healthy controls
Increased default-mode variability is related to reduced task-performance and is evident in adults with ADHD