Area of research
Artificial Intelligence · Cognitive Neuroscience
Research interest
Research interests include Functional Brain Connectivity Studies, Machine Learning in Healthcare, Explainable Artificial Intelligence (XAI), and Health, Environment, Cognitive Aging.
Do Transformers and <scp>CNNs</scp> Learn Different Concepts of Brain Age?
Brain-age models with lower age prediction accuracy have higher sensitivity for disease detection
Performance reserves in brain-imaging-based phenotype prediction
Similar neural pathways link psychological stress and brain-age in health and multiple sclerosis
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
Deep learning for brains?: Different linear and nonlinear scaling in UK Biobank brain images vs. machine-learning datasets