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AI Tools vs. Clinicians in Gum Disease Diagnosis

Evaluating AI - assisted diagnosis of Periodontal disease: A comparison between Large Language Model and Clinician - NIL

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
CTRI
Registry ID
CTRI/2026/03/106599
Enrollment
206
Registered
2026-03-19
Start date
Unknown
Completion date
Unknown
Last updated
2026-03-30

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Health Condition 1: K056- Periodontal disease, unspecified

Interventions

Intervention1: Nil: Nil

Sponsors

Dr Ruchi Raval
Lead Sponsor

Eligibility

Inclusion criteria

Inclusion criteria: 1. Adults aged 18 years and older who have reported for a Periodontal examination. 2. Presenting for periodontal evaluation or with periodontal complaints. 3. Able to provide a complete medical and dental history (or a caregiver who can). 4. Able and willing to sign informed consent. At least 6 teeth present.

Exclusion criteria

Exclusion criteria: 1. Patients who have undergone any form of Periodontal therapy in the last 6 months (since they will become treated periodontal patients) 2. Acute non-periodontal oral infections that prevent standard exam. 3. Incomplete patient history or inability to provide key history elements required for ChatGPT input.

Design outcomes

Primary

MeasureTime frame
To compare the periodontal diagnosis provided by an AI Large Language Model (ChatGPT) based on patient history and examination with the diagnosis given by a clinician.Timepoint: cross-sectional at baseline

Secondary

MeasureTime frame
NILTimepoint: NIL

Countries

India

Contacts

Public ContactDr Ruchi Raval

K M Shah Dental College and Hospital, Sumandeep Vidyapeeth Deemed to be University

ruchi.raval18@gmail.com9825040128

Outcome results

None listed

Source: CTRI (via WHO ICTRP) · Data processed: Apr 4, 2026