Assessing Diversity of Synthetic Medical Datasets Using the SDICE Index

The SDICE index, based on characterizing similarity distributions induced by a contrastive encoder, provides a robust and normalized measure to assess the diversity of synthetic medical datasets compared to reference real datasets.