HPV/outcome radiomics papers proliferate with high internal AUCs
External, multicenter validation of any single-center imaging-AI claim is rare
Internal radiomics is publishable from one retrospective cohort; external validation needs shared data + effort
This is an educational research resource from Resonant Labs, not clinical advice. Evidence grades and controversies are summarized from the literature and may change as the field evolves.