Xinyu Zhang

The paper develops a new estimator to more accurately assess machine learning model performance in predicting brain-phenotype associations and shows it reduces bias in estimating predictive accuracy.

This paper develops a method for constructing confidence sets for arbitrary effect sizes in longitudinal neuroimaging data, enabling more accurate inference of brain changes over time.