Jan Kasper

This study uses machine learning on UK Biobank data to predict sleep health traits from brain imaging, finding limited predictive power despite extensive model optimization.

The paper uses normative modeling and neurotransmitter mapping in the UK Biobank to show how age and Parkinson's disease affect brain resting state activity and connectivity through specific neurotransmitter systems.

This study compares the predictive power of resting-state fMRI features and individual characteristics for cognitive phenotypes in 20,000 UK Biobank subjects, finding individual characteristics generally perform better.