Fig. 4.

Flowchart of evaluation metrics for harmonization organized by data type and evaluation types. Asterisks indicate the set of standardized evaluation types that we believe should be included in the evaluation of novel harmonization methods, depending on data type and study design. Note that metrics included here are only for evaluating harmonization and do not include metrics for evaluating performance in downstream analyses.