Camille Nebeker

This study evaluates five dataset documentation approaches for health datasets and finds none are widely used or fully suitable, recommending a new standard with guidelines and tools.

The paper defines AI-readiness criteria for biomedical data, encompassing seven dimensions, and evaluates them across flagship datasets to ensure ethical and explainable AI practices.