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 OraTrace

Oral lesion screening · Works fully offline

Screen at the chair.
No signal needed.

Photograph a lesion and see the model’s read in seconds. Patients, photos and notes never leave this device.

Day 0 to day 14

Same lesion,
two weeks apart.

OraTrace books the 14-day recall, sends the WhatsApp reminder, and lines the new photo up beside the baseline.

The final call stays yours

The model suggests.
You decide.

Model output, a rule-based suggested action, and your final action — each logged separately, all on this device.

Run it yourself · Windows, macOS or Linux

Runs on your machine.

The model runs inside your browser, so there is no server to host. Set it up once, then it works without internet.

  1. Install Node.js 20.9 or newer and Git.
  2. Download the code. git clone https://github.com/Ortholm10/OraTrace.git && cd OraTrace
  3. Install dependencies. npm install
  4. Build and start, then open localhost:3000, create a dentist account and sign in once while online. The sign-in keys ship with the code. npm run build && npx serve out