This repository contains two NVIDIA medical segmentation foundation models for 3D medical image segmentation.
Both models follow the MONAI bundle architecture.
| Feature | NV-Segment-CT | NV-Segment-CTMR |
|---|---|---|
| Anatomical Classes | 132 classes | 345+ classes |
| Modalities | CT only | CT + MRI (body & brain) |
| Segmentation Type | Automatic + Interactive (point-click) | Automatic only |
| Model Weights | NV-Segment-CT on HuggingFace | NV-Segment-CTMR on HuggingFace |
- Quick Deployment: NVIDIA NIM for NV-Segment-CT - Managed API endpoint
- Documentation: See individual model folders for detailed docs
- Research Paper: VISTA3D: Versatile Imaging SegmenTation and Annotation
- Built with: MONAI - Medical Open Network for AI
