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AI could help dentists detect oral cancer earlier without a biopsy

NCT ID NCT07318922

Diagnosis Sponsor: Ain Shams University Source: ClinicalTrials.gov ↗

What the study statuses mean

This study's is highlighted.

Recruitment status, easiest to join first

Recruiting now
This trial is taking on new participants right now.
Not yet recruiting This study
Registered, but not yet taking participants.
By invitation only
Not open to general applications. Only people the study team invites can take part.
Paused
Paused for now. It may or may not start again.
Ongoing
Running, but no longer taking on new participants.
Completed
The trial has finished. Results may not be published yet.
Stopped early
Stopped early, before it reached the end. That can be for many reasons, including safety.
Cancelled
Cancelled before anyone took part.

Expanded access (not trials)

Expanded access
Not a trial. This treatment can be requested outside a study, case by case, for people who qualify.
Expanded access (paused)
Not a trial. The treatment can normally be requested outside a study, but is unavailable right now.
Expanded access (ended)
Not a trial. The treatment could once be requested outside a study, but no longer can.
Approved
The treatment has been approved, so it is available normally rather than through this programme.

When the status isn't known

Details not published
The full record has not been published yet, so there is little to show here.
Status unknown
This status has not been confirmed recently, so it may be out of date.

First seen Jun 26, 2026 · Last updated Jun 27, 2026 · Updated 1 time

Summary

This study will test whether artificial intelligence can help diagnose oral lesions that might turn into cancer. Researchers will use photos of the lesions and cell samples from the mouth, along with a special blue stain, to train an AI model. The goal is to see if the AI can match or beat a specialist's ability to identify risky lesions, potentially offering a non-invasive way to catch oral cancer earlier. The study plans to enroll 120 people with conditions like oral lichen planus or leukoplakia.

What this could mean

Our plain-language read of the trial. This is informational only, not medical advice or a prediction.

Active substance
Toluidine blue stain and exfoliative cytology
What this could lead to
If successful, this could lead to a non-invasive, AI-powered tool that helps dentists catch early signs of oral cancer more accurately and quickly.
What could go wrong
This is a small, early-stage study (120 people) that hasn't started yet. The AI model may not perform as well in real-world settings or on diverse populations.

This is an AI summary of the original study and may miss details. Read our disclaimer.

Study facts

What this study's own registry entry says, in plain language.

Participants

About 120 people

The number the study aims to enrol. It can still change while the study runs.

Expected to start

Dec 2025

An estimate. Start dates often move.

Expected to finish

Dec 2026

An estimate. End dates often move.

Lead sponsor

Other sponsor

The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.

Who can take part

This study's own entry requirements. Only the study team can say for certain whether you qualify.

Who is studied

Patients with oral lesions has Potential Malignant transformation

Ages

30 to 75 years

Sex

Anyone

Show the full entry requirements

Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.

Inclusion Criteria: 1- Patients have no signs of super infection of candida on the lesions. 2- A lesion with a provisional clinical diagnosis of (OLP, OLK, OEP, non-healing ulcers) at any site in the oral cavity (buccal mucosa, hard palate, labial mucosa, tongue, gingiva). \- Exclusion Criteria: * Any other mucosal lesions.

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Conditions

The condition(s) this trial relates to.

lichen planus, oral oral mucosa leukoplakia

As listed by the trial registrant

The condition terms exactly as the trial's registrant entered them.

Erythroleukoplakia of mouth Oral leukoplakia Oral lichen planus Traumatic ulcer of oral mucosa

How to take part

Only the study team decides who joins. These are the ways to reach them.

  1. The official record

    ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.

    Open the record ↗

  2. A doctor treating you

    A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.

More trials for these conditions

Other studies related to the condition(s) this trial covers.