AI-Driven Detection and Measurement of Keratinized Gingiva in Dental Photographs: Validation Using Reference Retainers.

Journal: Journal of clinical periodontology
Published Date: Apr 7, 2025

Abstract

AIM: To evaluate a deep learning (DL) model for detecting keratinized gingiva (KG) in dental photographs and validate its clinical applicability using reference retainers for calibration.

Authors

  • Ya-Chi Chen
    Department of Stomatology, Taipei Veterans General Hospital, Taipei, Taiwan.
  • Ling Chen
    Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, United States.
  • Yu-Lin Lai
    Department of Stomatology, Taipei Veterans General Hospital, Taipei, Taiwan.
  • Wei-Ting Chang
    Department of Cardiology, Chi Mei Medical Center, 901, Zhonghua Road, Yongkang District, Tainan, 710, Taiwan. cmcvecho2@gmail.com.
  • Shyh-Yuan Lee
    Department of Stomatology, Taipei Veterans General Hospital, Taipei, Taiwan.

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