Panorex AI

Dental Panoramic Analysis

This app deploys a dual-stage deep learning pipeline for automated dental panoramic radiograph evaluation, integrating YOLOv8 for real-time object detection and finding classification (across 8 clinical categories like caries and periapical radiolucencies) with a DeepLabv3 semantic segmentation module using atrous convolutions to map tooth-level anatomy. This web app is a functional adaptation of the architectural framework developed and generously made available by Yin-Chih Chelsea Wang et al. in Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs - A Multinational Study and is provided as is for education only.

V.2026.05.22

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Panorex AI operates locally on your device. Images and patient data are never transmitted externally, remaining strictly on your computer to ensure complete data privacy.