AI-Based Synthetic Data in Biomedicine: A Decade of Growth and a Persistent Translation Gap
AI-generated synthetic data are increasingly used to address data scarcity, privacy constraints and experimental limitations in biomedicine, but how far these methods have translated into practice remains unclear. We conducted a systematic mapping and bibliometric analysis of 4,143 publications spanning 2015-2025, comb...