ESTRO 2024 - Abstract Book

S1232

Clinical - Head & neck

ESTRO 2024

Results:

The multi-RFvote showed the highest C-index (0.86) than any other models. As shown in Figure 2, Among the three monomics models, the radiomics model presented the best prognostic performance with a 0.81 AUC value during the external validation. On the other hand, multi-omics models manifested more advanced performance than the monomics models. The AUC values of multi-RFfea, multi-RFvote, and multi-RFstack models were 0.86, 0.89, and 0.82.

Conclusion: