ORIGINAL RESEARCH article
Front. Oral Health
Sec. Oral Epidemiology
Volume 6 - 2025 | doi: 10.3389/froh.2025.1667604
Accuracy of digital photographs for assessing inflammatory gum disease in epidemiologic studies
Provisionally accepted- 1College of Medicine, University of Tennessee Health Science Center (UTHSC), Memphis, United States
- 2Department of General Dentistry, University of Tennessee Medical Center-Knoxville, Knoxville, United States
- 3The University of Tennessee Health Science Center College of Dentistry, Memphis, United States
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ABSTRACT Background: Incorporating gum disease assessment into epidemiologic studies would facilitate investigations of disease etiology. Objective: We evaluated the accuracy and inter-rater reliability of experienced dental health professionals’ visual assessments of digital photographs to determine inflammatory gum disease. Methods: Raters viewed anonymized photographs of the teeth and gums of 30 adult patients and were asked to distinguish “healthy” gingiva from “gum disease” and to assess disease severity. Frequency, percentage, and cross-tabulation statistics were used to perform diagnostic calculations including sensitivity, specificity, and overall accuracy. Fleiss’ Kappa, with a 95% confidence interval, was used to test for interrater reliability amongst the four raters. Cohen’s Kappa was then calculated for each potential pairing of the four raters. Results: The accuracy of determining active inflammatory gum disease from digital photographs ranged from 76.7% to 96.7% (mean 85.9%) across the four raters. Sensitivity ranged from 70% to 95% (mean 82.5%), and specificity ranged from 80% to 100% (mean 92.5%). However, inter-rater reliability for disease severity was only fair, with Fleiss’s Kappa for gingivitis and periodontitis 0.25 (0.00-0.51) and 0.28 (0.03-0.54), respectively. Conclusion: Our findings show that digital photographs could be useful for assessing inflammatory gum disease in epidemiologic studies of inflammation-mediated chronic systemic diseases.
Keywords: Epidemiologic Studies, inflammatory gum disease, dental health, chronic diseases, Remote assessment
Received: 16 Jul 2025; Accepted: 28 Jul 2025.
Copyright: © 2025 Terry, Wilson, Heaton, Triplett, Heidel and Dhand. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Paul D. Terry, College of Medicine, University of Tennessee Health Science Center (UTHSC), Memphis, United States
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