When Prognostic Compatibility Does Not Guarantee Transfer Utility in Event-Limited Cross-Species Survival Modeling
Elena Krikun, Abedalrhman Alkhateeb
The paper evaluates cross-species survival modeling in osteosarcoma, finding that prognostic compatibility does not ensure safe transfer utility due to negative transfer and model-selection bias.
bioRxiv · Sep 24, 2026 · PreprintBioinformatics