CBCT segmentation
Automated masks for maxilla, mandible, upper & lower teeth, and the mandibular canal.
Sugarbot 3D
Open-source research tool for dental CBCT. Load a volume and generate 3D segmentations of the maxilla, mandible, upper & lower teeth, and mandibular canal.
Built on 3D Slicer and DentalSegmentator. Not a medical device; not for clinical or diagnostic use.
Coming soon
Public preview and downloads are not available yet.
If you’d like updates when a preview is ready, email john@sugarbotai.com.
Local & offline
Runs on your workstation, leverages 3D Slicer pipelines, and works without internet access.
Open foundations
Built on open tools you can audit and extend in your own research workflows.
Who it’s for
A practical sandbox for research, education, demos, and prototyping.
Researchers
Reproducible baselines you can extend with your own models and datasets.
Educators
Clear visuals for anatomy and pathology discussions in the classroom or lab.
Developers
Plugin-friendly foundation (3D Slicer) for rapid UI tweaks and pipelines.
Tell Me More
Sugarbot 3D loads dental CBCT volumes and generates 3D segmentations using the open-source DentalSegmentator pipeline within 3D Slicer. Outputs are suitable for research, teaching, and prototyping workflows.
It’s a standalone desktop app that runs locally. Sugarbot 3D is not a medical device and is not intended for diagnostic use.
Status: we’re preparing an early-access build. Public downloads and code access are not yet available.
Roadmap
- Higher-detail tooth & canal models
- Improved robustness across scanners & protocols
- Research integrations for planning & measurement
Acknowledgements
Built upon the outstanding work of the 3D Slicer community, DentalSegmentator, and the nnU-Net framework.
Sugarbot 3D
A research tool for CBCT segmentation — currently in development.
Coming soon
We’ll share a preview build when it’s ready.
Research only · not for clinical use