Impact of Leakage on Data Harmonization in Machine Learning Pipelines in Class Imbalance Across Sites

Nicolás Nieto, Simon B. Eickhoff, Christian Jung +6

Machine learning (ML) models benefit from large datasets. Collecting data in biomedical domains is costly and challenging, hence, combining datasets has become a common practice. H…