The Model Zoo
Note
Draft chapter — outline only. Content coming soon.
| modality | task | model | weights | license | link | notes |
|---|---|---|---|---|---|---|
| cxr | Detection + report generation | CheXagent 2 (3B) | Open | Apache-2.0 | https://huggingface.co/StanfordAIMI/CheXagent-2-3b | Chest X-ray foundation model from Stanford AIMI |
| cxr | Classification (multi-label) | TorchXRayVision | Open | Apache-2.0 | https://github.com/mlmed/torchxrayvision | Pretrained across 8+ CXR datasets |
| cxr | VLM (general medical) | MedGemma | Open (gated) | Gemma license | https://deepmind.google/models/gemma/medgemma/ | Google; CXR-strong VLM |
| ct | Segmentation (117 structures) | TotalSegmentator | Open | Apache-2.0 | https://github.com/wasserth/TotalSegmentator | |
| any | Text-prompted segmentation | BiomedParse | Open | Apache-2.0 (weights: MSR terms) | https://github.com/microsoft/BiomedParse | |
| any | Interactive segmentation | MedSAM2 | Open | Apache-2.0 | https://github.com/bowang-lab/MedSAM2 | |
| any | Interactive segmentation | nnInteractive | Open | Apache-2.0 | https://github.com/MIC-DKFZ/nnInteractive | DKFZ |
| any | Self-configuring segmentation | nnU-Net | Open | Apache-2.0 | https://github.com/MIC-DKFZ/nnUNet | The segmentation workhorse |
| path | Slide-level foundation model | UNI / UNI2 | Open (gated) | CC BY-NC 4.0 | https://huggingface.co/MahmoodLab/UNI | Mahmood Lab |
| path | Slide-level foundation model | Prov-GigaPath | Open (gated) | Research | https://github.com/prov-gigapath/prov-gigapath | Microsoft/Providence |
| mri | Reconstruction | fastMRI baselines | Open | MIT | https://github.com/facebookresearch/fastMRI | Reference implementations |