Turning Domain Expertise into Multi-Dimensional Evaluation of Biomedical AI with Karenina
Francesco Carli, Polina V. Rusina, Lun Ai, Leonie Küchenhoff, Paul Ka Po To, Ellen M. McDonagh, Sebastian Lobentanzer, Fabio Petroni, Aurélien J. F. Dugourd, David Ochoa, Julio Sáez-Rodríguez
This paper introduces Karenina, a framework that evaluates biomedical AI using expert knowledge across multiple dimensions beyond traditional scoring.
bioRxiv · Sep 4, 2026 · PreprintBioinformatics