Projects/Healthcare & Lifestyle/DENZI – AI Dental Assistant
Case Study

DENZI – AI Dental Assistant

Dentistry 4.0, powered by AI.

A smart dental system that analyzes OPG X-rays to identify and number teeth, detect anomalies and support proactive, personalized care.

Industry
Healthcare – Dentistry
Status
Completed
Timeline
1401–1402 (SH)
DENZI – AI Dental Assistant
SMARTER
SMILES
01 / The Problem

X-ray review is manual and time-consuming.

Dentists review panoramic images by eye, findings are hard to track over time and early signs of disease can be missed.

Manual OPG interpretation
Subtle anomalies missed
No longitudinal patient profile
Limited collaboration with insurers
Early detection better care
Early detection
better care
02 / Our Solution

AI analysis for every OPG.

DENZI enhances OPG images, segments and numbers teeth, detects anomalies and bone loss, and keeps a treatment history — building a patient profile from childhood to adulthood.

Technical details
Image Enhancement
Image Enhancement
Clearer panoramic X-rays
Tooth Segmentation
Tooth Segmentation
Automatic identification and numbering
Bone Loss & History
Bone Loss & History
Anomaly detection and treatment timeline
03 / System Architecture

From X-ray to insight.

Designed to fit into clinic workflows.

OPG Upload
(Panoramic X-ray)
AI Analysis
(Segmentation & detection)
Patient Profile
(Treatment history)
Dentist Panel
(Review & report)
04 / Technical Details

Dentistry 4.0.

DENZI integrates OPG image analysis into the Smart Dental System, aiming for comprehensive patient profiling from childhood to adulthood. Intelligent algorithms identify, number and analyze teeth while detecting anomalies or pathologies, and facilitate early intervention based on predictive analytics derived from historical data trends.

AI analysis tools
  • Image enhancement
  • Segmentation of teeth
  • Treatment history
  • Bone loss analysis
Impact
  • Proactive intervention
  • Personalized treatment
  • Enhanced collaboration among dental professionals, patients and insurers
05 / Results

Core tools.

4
AI analysis tools
06 / The Team

The people behind it.

A multidisciplinary team of engineers, researchers and domain experts.

Nayereh Kholdinasab
Nayereh Kholdinasab
Senior Computer Vision & ML Engineer
Sahel Salami
Sahel Salami
AI Product Manager
Najmeh Vasfinezhad
Najmeh Vasfinezhad
Product Designer
07 / Gallery

More from this project.

Visuals of the system and its components.

Image enhancement
Tooth segmentation
Treatment history
Bone loss analysis
Login screen
08 / What's Next

Scaling for broader impact.

We are adding predictive analytics and collaboration features for clinics and insurers.

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