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Deep learning-based ordinal classification overcomes subjective assessment limitations in intraoral free flap

Hyounmin Kim1, Dongwook Kim2,3, Juho Bai4

  • 1Department of Oral and Maxillofacial Surgery, Yonsei University College of Dentistry, Seoul, 03722, Republic of Korea.

Scientific Reports
|December 25, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Artificial intelligenceDeep learningFree flap monitoringOral surgery

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A thorough mouth assessment, including inspection and palpation of the lips, gums, tongue, tonsils, uvula, and pharynx, is crucial in detecting potential health issues. Diseases ranging from oral cancer to systemic conditions like diabetes could be identified early through careful oral examination. This article provides a detailed guide on conducting a comprehensive mouth assessment.
Mouth Inspection
The inspection begins with visually examining the mouth for symmetry, color, and size.
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