Health Technology/clinical-trials

Novel AI vs Clinician Study Evaluates Gingival Phenotype Assessment — Implications for Periodontal Practice

247 Health News Editorial

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17 May 2026

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4 min read

·clinical-trials

New study compares AI diagnostic accuracy against clinicians in gingival phenotype assessment using probe transparency and visual methods. Research could standardise periodontal diagnostics and improve treatment planning reliability.

Originally reported by ClinicalTrials.gov

References

  1. 1.Cortellini, P., & Bissada, N. F. (2018). Mucogingival conditions in the natural dentition: Narrative review, case definitions, and diagnostic considerations. Journal of Clinical Periodontology, 45(S20), S190-S198. https://doi.org/10.1111/jcpe.12953
  2. 2.Jepsen, S., Caton, J. G., Albandar, J. M., Bissada, N. F., Bouchard, P., Cortellini, P., Demirel, K., de Sanctis, M., Ercoli, C., Fan, J., Geurs, N. C., Hughes, F. J., Jin, L., Kantarci, A., Lalla, E., Madianos, P. N., Matthews, D., McGuire, M. K., Mills, M. P., ... Yamazaki, K. (2018). Periodontal manifestations of systemic diseases and developmental and acquired conditions: Consensus report of workgroup 3 of the 2017 World Workshop on the Classification of Periodontal and Peri-Implant Diseases and Conditions. Journal of Clinical Periodontology, 45(S20), S219-S229. https://doi.org/10.1111/jcpe.12951
  3. 3.Kan, J. Y., Rungcharassaeng, K., Umezu, K., & Kois, J. C. (2003). Dimensions of peri-implant mucosa: An evaluation of maxillary anterior single implants in humans. Journal of Periodontology, 74(4), 557-562. https://doi.org/10.1902/jop.2003.74.4.557
  4. 4.Ondokuz Mayıs University. (2024). Comparison of artificial intelligence and clinicians with different experience levels in assessing gingival phenotype [Clinical trial registration NCT07570290]. ClinicalTrials.gov. https://clinicaltrials.gov/study/NCT07570290
  5. 5.Zweers, J., Thomas, R. Z., Slot, D. E., Weisgold, A. S., & Van der Weijden, F. G. A. (2014). Characteristics of periodontal biotype, its dimensions, associations and prevalence: A systematic review. Journal of Clinical Periodontology, 41(10), 958-971. https://doi.org/10.1111/jcpe.12231
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