Artificial Intelligence for the Diagnosis of Gingivitis

this study aims to use AI to diagnose the stages of gingivitis

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This study is active but is not currently recruiting participants.

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Key information

Conditions

Gingivitis Gingival Diseases Infections Mouth Diseases Periodontal Diseases Stomatognathic Diseases

Age range

15 year–50 year

Sex eligibility

All sexes

Study type

Observational

Primary location

Faculty of dental medicine ,Al-Azhar unversity

Cairo, الجيزة, Egypt

About this study

I take clinical photography of patient mouth have gingivitis by digital camera and do intra oral panoramic x-rays to make sure of there is no bone loss then I enter patient data in AI model to grading them to mild ,moderate ,sever gingivitis

Who can participate

Healthy volunteers accepted: Yes

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

patients in both genders within age range of 15-50 years
smokers patients
patient treated for stable systemic disease

Exclusion criteria

pregnant women to avoid risk of panoramic x-ray
patient with active systemic diseases
patient taking antibiotics
patient receiving anticancer therapy
patient with excessive gingival hyperplasia and with extensive melanin pigmentation

Treatment and study plan

Artificial intelligence Diagnostic Model

Diagnostic Test

An artificial intelligence model trained to analyze digital photographs/radiographs to automatically classify and diagnose the stages of periodontal disease

Primary outcomes

Diagnostic Accuracy of the AI model

Time frame: during the baseline clinical and radiographic assessment

The primary outcome is to evaluate the diagnostic accuracy, sensitivity, and specificity of the AI model in detecting and staging periodontal disease compared to clinical/radiographic expert diagnosis.

Sponsors and collaborators

Lead sponsor

Al-Azhar University

Other

Registry information

Official study title

Optical Image Analysis as a Primary Indicator for Gingival Inflammation Grading Using Artificial Intelligence

Important dates

Study start: 2025
Primary completion: 2026
Study completion: 2026
First posted: Jul 27, 2026
Registry last updated: Jul 27, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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Active, Not Recruiting