Diagnostic performance of artificial intelligence in oral squamous cell carcinoma detection: a higher-order evidence synthesis through umbrella review and meta-meta-analysis.

Researchers synthesized evidence from 15 systematic reviews covering 341 studies to assess how well artificial intelligence detects oral squamous cell carcinoma, finding pooled sensitivity of 0.90 but substantial heterogeneity across studies, methodological quality concerns, and significant gaps in clinical implementation research.

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.