DentSpot™
A softer, more structured way to review pediatric dental photos for common alignment patterns. DentSpot is intended for educational awareness and sharing, not diagnosis.
Capture consistent views, review the visual output, and share it with your dentist or provider if you want a professional opinion on next steps.
Visual concept
A simple phone-guided way to review mouth photos
DentSpot is built around consistent front, side, upper, and lower views so families can organize photos in a format that is easier to review or share.
Phone First
Use your phone camera or photo library for a consistent set of dental views.
Guided Views
Front, side, up, and down photos help organize the review into a repeatable workflow.
For Awareness
The output is best used as a visual reference to review or share with a provider.
Inside the app
App View 1
Guided capture
Front view
Right view
Left view
Up view
Down view
App View 2
Review the output
Review the label in context and decide whether it is worth sharing with a provider.
Review the label in context and decide whether it is worth sharing with a provider.
Review the label in context and decide whether it is worth sharing with a provider.
Review the label in context and decide whether it is worth sharing with a provider.
App View 3
Share with provider
Session PDF
Export a shareable summary if you want to keep the session or bring it to an appointment.
Use it as a conversation starter
DentSpot is best used to support a dentist/provider discussion rather than replace one.
A simple 3-step workflow
DentSpot is designed to help families organize photos and review the result in a format that is easier to discuss with a dentist or provider.
Capture or upload
Use guided prompts for the front, side, upper, and lower dental views.
Review the output
The tool highlights possible alignment patterns found in each submitted view.
Share with dentist/provider
Keep the session for your own reference or bring it into a dental or provider conversation.
What the result may show
These are visual result categories used by the current DentSpot model. They are intended as reference labels, not clinical conclusions.
Healthy Teeth
The submitted view did not show one of the flagged alignment patterns the current model was trained to look for.
Mandibular Retrusion
The photo may resemble a lower-jaw-set-back pattern that could be worth discussing with a dentist or orthodontic provider.
Deep Overjet
The upper front teeth may appear to sit notably ahead of the lower front teeth in the image.
Tooth Misalignment
The image may show crowding, spacing, or another alignment difference in the visible teeth.
Accuracy and performance study snapshot
Based on the attached DentSpot paper draft, the current model was evaluated in a feasibility-style research setting using a labeled intraoral photograph dataset.
Study Setup
What the draft paper evaluated
The draft describes a retrospective model-development and validation study using pediatric intraoral photos with patient-separated training, validation, and test groups. The goal was to see how consistently the system could sort visible teeth into four categories in a controlled research dataset.
Participants
259 children
Photos
922 intraoral images
Tooth labels
12,858
Speed in draft study
41 ms per photo
Within-Study Results
How the draft paper describes performance
On the held-out test group in that draft study, the paper reports 95.1% patient-level agreement for healthy versus any flagged finding, alongside the tooth-level detection scores shown below.
Interpreting results and next steps
DentSpot is most useful when it helps you organize questions, compare views, and decide whether to bring the photos into a provider discussion.
Important Notice
DentSpot™ is an educational, AI-assisted photo reference tool. It may help organize images and support discussion with a dentist or provider, but it does not provide a clinical diagnosis or treatment plan.