Ishaan Gadiyar

This paper evaluates how site heterogeneity affects brain-phenotype predictions in multi-site data, finding that larger sample sizes improve accuracy more than multi-site composition.

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.