Artificial intelligence · Dental imaging · Research

Advancing dental imaging through intelligent analysis.

A unified research platform for AI-assisted dental image interpretation, three-dimensional tooth segmentation and anatomical identification.

Explore our research tools

Independent AI workflows, each with its own dedicated address. Applications will become available as their deployment and validation are completed.

Available

3D Intraoral Scanner

MAHT-Seg AI-assisted tooth segmentation and FDI identification from three-dimensional intraoral dental meshes, with clinician review where needed.

Open Intraoral Scanner →
Available

2D Radiographs

AI-assisted dental radiographic analysis, tooth segmentation and research reporting.

Open 2D Radiographs →
In development

3D Radiographs

A future workspace for AI-supported assessment of volumetric dental imaging.

Planned: 3dradiographs.neuralsmile.org
In development

2D Intraoral Images

A future research application for analysis of clinical intraoral photographs.

Planned: 2dimages.neuralsmile.org

Dental expertise meets computational research.

NeuralSmile brings together experimental AI systems for dental imaging research. Each tool is designed to support systematic analysis and to present model outputs for informed human interpretation.

Our applications are research prototypes. AI-generated classifications, tooth identifiers and segmentations should be reviewed by qualified professionals where appropriate.

2D and 3D imagingDedicated applications for different dental imaging modalities.
Anatomical identificationResearch workflows involving tooth instances, FDI labels and dental morphology.
Research-led developmentTools evolve through technical evaluation and clinician input; functionality varies by application.
Research use only — not a diagnostic service

NeuralSmile applications are experimental research tools and are not a substitute for clinical examination, professional judgement or validated diagnostic procedures. Do not upload identifiable patient information or confidential clinical files unless the relevant application's privacy, consent, access-control and data-handling safeguards have been established and authorised for that use. The homepage itself does not accept uploads.