Status: awaiting_review. Rule: atlas-profile-2.0.
5 linked publications; not a count of independent studies.
Missing appraisal does not mean no evidence exists. Inspect the full profile and source relationships in the interactive Atlas.
Historical grade: WEAK (retained from 22 September 2026; not a completed profile 2.0 assessment).
Radiomic/multimodal ML classifiers report high AUCs for HPV status and treatment response
Models are overwhelmingly internal-validation-only, single-center, and not externally validated; imaging cannot replace p16/HPV testing
Premature imaging-based HPV assignment could misdirect de-escalation trials; the endpoint (HPV) already has a reference test.
This is an educational research resource from Resonant Labs, not clinical advice. Atlas assessments are heuristic, not probabilities or formal GRADE ratings. Findings are summarized from the literature and may change as the field evolves.