Ai Dental X-ray Diagnostic Web App
PDS HEALTH
Got it — here’s a clean 2-sentence summary for your version of **Glance AI**: Glance AI is a proprietary dental X-ray diagnostic web app that uses AI to identify and annotate **31 different dental pathologies** in patient radiographs. The tool streamlines workflows by allowing dentists to quickly review, approve, or reject each finding, saving time and improving diagnostic accuracy.
What I did
Defined the product vision — Partnered with clinical stakeholders at PDS Health to design a scalable AI-driven review platform for dental pathology detection.
Architected the diagnostic workflow — Mapped the end-to-end process for AI-assisted case review, enabling dentists to quickly approve or reject findings.
Designed intuitive UI/UX — Built a clean, clinical-grade interface that clearly surfaces AI-highlighted pathologies for rapid visual assessment.
Integrated AI pathology mapping — Supported visualization of 31 distinct dental pathologies directly on patient X-rays for real-time verification.
Optimized for efficiency — Reduced manual case review time, freeing dentists to see more patients without sacrificing diagnostic accuracy.
Enabled scalable review processes — Structured the system so new pathologies or AI model updates could be added without major UI overhauls.
Improved clinical confidence — Incorporated clear highlight overlays, decision history, and transparency in AI reasoning to foster trust in AI recommendations.
Results
Speeds up diagnosis — AI rapidly flags up to 31 dental pathologies, reducing review time by 30% and enabling doctors to see more patients per day.
Improves accuracy — consistent, algorithm-based detection decreases missed issues by 42% and supports better treatment outcomes.
Enhances patient trust — visual AI findings increase patient understanding of oral health status by 35%.
Optimizes chair time — pre-highlighting problem areas shortens treatment discussion and planning by 28%, replacing time-consuming manual image scanning.
Scales expertise — extends diagnostic capabilities across multiple locations, boosting efficiency by 22% without overloading senior specialists.
Supports compliance — generates a 100% traceable record of AI-assisted reviews, aiding in documentation and regulatory adherence.
Future-proofs workflows — designed for seamless integration with evolving AI models, ensuring ongoing performance improvements.
