Jillian A. Parker

The paper generates a CRISPRi perturbation cell atlas in human induced pluripotent stem cells, identifies novel regulators of pluripotency and metabolism, and proposes a machine learning framework for predicting perturbation recipes.

The paper introduces FAIRSCAPE, a framework for packaging biomedical datasets with metadata to enhance AI-readiness, explainability, and FAIR compliance.

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.