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Development of A Self-Assessment Tool for Personalized Preventive Periodontal Care Among the Saudi Population Using Semi-Supervised Learning
Sponsor: Universiti Sains Malaysia
Summary
This observational study will collect labeled data to assess the accuracy of an online periodontal self-assessment tool in adults. Participants will complete the questionnaire and then undergo a clinical periodontal examination during the same visit. The study will compare questionnaire-based results with clinical examination results to evaluate diagnostic accuracy and agreement.
Official title: Development and Validation of a Self-assessment Tool for Periodontal Disease Risk Assess Among the Saudi Population Using Semi-supervised Learning
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
OBSERVATIONAL
Enrollment
393
Start Date
2026-02-15
Completion Date
2026-07-15
Last Updated
2026-02-13
Healthy Volunteers
Yes
Interventions
Online periodontal self-assessment questionnaire and clinical periodontal examination (reference standard)
Participants complete an online self-assessment questionnaire and undergo a same-visit clinical periodontal examination to assign a reference-standard periodontal risk category (low/medium/high). No therapeutic intervention is assigned as part of this observational study.