Auditable findings. Longitudinal structural risk. Evidence bundles your insurer and your lawyer will both accept.
Each layer is deterministic, versioned, and reproducible. Outputs chain together so every claim traces back to a measurable structural fact.
Instance segmentation, tooth numbering, and jaw separation form the foundation for every downstream metric. Nothing in DentalIQ is computed against an ambiguous tooth identity.
Occlusal plane, arch midline, arch curvature, symmetry, angulation variance — quantified, deterministic, and versioned. The structural moat lives here.
Longitudinal deltas across visits. Stable, compensating, or deteriorating — every claim accompanied by calibrated uncertainty and an abstention threshold.
Hashable inputs, overlays, metrics, narratives, and reviewer chain. Every output traces back to a versioned model, a documented dataset lineage, and a decision log.
Normalized frames, transforms, and uncertainty envelopes — ready for AR, navigation, and planning systems. Future-facing; clinician-confirmed always.
Not a caries detector with a dashboard. The standardized, audit-defensible read on anatomy, geometry, and structural change over time.
BAA available. PHI stays inside your tenant boundary. Audit logging, access controls, and KMS encryption built in — not retrofitted.
Abstains when uncertain. Out-of-distribution detection, image quality scoring, and per-device calibration mean fewer fabricated findings, not more.
Every output traces back to a hashed input, a versioned model, a documented dataset lineage, and a reviewer chain. Audit-defensible by construction.
Anatomy-first. Longitudinal-aware. Designed to standardize how every panoramic gets read across every operatory and every visit.
Tell us about your imaging setup, what you're hoping to get out of DentalIQ, and any constraints we should know about.
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