Practice & Public Health Umbrella review ✓ Peer reviewed

Diagnostic Efficiency of Artificial Intelligence Integrated Intraoral Mobile Photographs in Identification of Oral Potentially Malignant Disorders: An Umbrella Review.

International journal of dentistry · Kumar PDM, Lavanya C, Sivakumar S, Ranganathan K, Pavithra M, Palanivel Pandian R, Avinash BR · 2026-10-01

Mobile photography combined with AI achieved 90% sensitivity and 89% specificity for detecting oral potentially malignant disorders, offering a noninvasive screening option potentially useful in resource-limited settings.

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.

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