Making Dental Care Smarter & More Accessible
Millions of people worldwide lack access to quality dental care due to cost, location, or simply not knowing when to seek help. Den10 was built to bridge that gap — putting a powerful AI diagnostic tool directly in everyone's hands.
Our mission is to empower patients and clinicians alike with accurate, instant dental image analysis, enabling earlier detection of problems and better health outcomes for all.
- Early detection of dental conditions before they become serious
- Reducing diagnostic delays in underserved communities
- Supporting dentists with AI-assisted second opinions
- Making dental awareness accessible from any device
From a Research Project to a Real Solution
Den10 started as an academic research project exploring the use of convolutional neural networks for dental X-ray classification. What began as a thesis became a full platform when we saw the real-world impact of accurate, instant diagnosis.
After training on thousands of annotated dental images and validating our model with clinical professionals, we launched Den10 to bring this technology out of the lab and into the hands of people who need it most.
- Built on clinically annotated dental image datasets
- Validated by practicing dental professionals
- Continuously updated with new training data
- Developed with patient privacy as a core principle
Deep Learning Meets Dental Science
Our model is built on a custom deep convolutional neural network architecture fine-tuned specifically for dental imaging. We combine object detection, segmentation, and classification to identify and localize abnormalities in dental images.
The model processes X-rays, intraoral photographs, and panoramic images, producing both a classification result and a localization heatmap that highlights regions of concern in the original image.
- Trained on 10,000+ annotated dental images
- Object detection for precise lesion localization
- Confidence scoring for every detected condition
- Real-time inference in under 3 seconds
