From remote screening to precision prevention: responsible multimodal AI for risk prediction and equitable oral healthcare.

Deep-learning AI systems show strong performance for detecting oral cancer and potentially malignant oral disorders in images, but studies often lack external validation and demographic reporting; responsible deployment requires multimodal integration, equity assessment, and validation across diverse populations rather than incremental accuracy improvements.

A plain-English summary of the study's own findings — we don't add our own claims or interpretation. Read the full paper for the complete methods and results, and apply your own clinical judgement.