How Can I Trust My Fake Data?
Evidence-based evaluation for responsible use of synthetic data in healthcare
Synthetic data is increasingly used in healthcare to overcome limitations in access to real world data, enabling innovation while addressing privacy, ethical, and practical constraints. However, its use introduces new risks . In this position paper, DNV presents a lifecycle evaluation approach that supports the realization of synthetic data benefits, emphasizing that trustworthy use relies on structured, transparent, and evidence based documentation, aligned with regulatory requirements, and consolidated in synthetic data cards.