Fig. 7: Concluding failure rates of DeepSeek-R1 with respect to four diagnostic metrics.

Failure rates for MPD, MSD, PMisD, and SMisD are compared across cancer types, imaging modalities, and institutions. Dark blue bars represent MPD, teal bars represent MSD, light blue bars represent PMisD, and orange-red bars represent SMisD.