Researchcomputer visiondeep learningmhealthcommunity screening
RiskOCA Enables AI-Based Community Oral Cancer Screening
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8.3
Researchers in Thailand developed and field-tested RiskOCA, a smartphone AI platform for oral cancer screening, and deployed it in Phu Kamyao district, Phayao province in 2025–26 screening 1,242 adults aged 40+ with village health volunteers. The model trained on 2,226 images achieved 93.22% mean classification accuracy and VHVs reported 4.17/5 usability; results support feasible scalable community-based screening with specialist review.
Scoring Rationale
Strong peer-reviewed real-world validation and high usability, limited by regional pilot scope and incremental methodological novelty.
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