AI-Powered Real-Time Dental Caries & Periodontal Bone Loss Detector
Deep learning panoramic X-ray analyzer highlighting interproximal cavities and alveolar bone reduction levels for dental clinics.
Project Overview
Assists dental practitioners by screening panoramic orthopantomograms (OPG). Employs an attention-guided segmentation network that detects early enamel demineralization, apical periodontitis, and measures alveolar crest bone height loss automatically.
Assists dental practitioners by screening panoramic orthopantomograms (OPG). Employs an attention-guided segmentation network that detects early enamel demineralization, apical periodontitis, and measures alveolar crest bone height loss automatically.
Deep learning panoramic X-ray analyzer highlighting interproximal cavities and alveolar bone reduction levels for dental clinics.
Core Project Objectives
Capture continuous analog/digital sensor readings with robust noise filtering and hardware calibration.