# Shortcuts

![Self Link QR Code](https://developers.google.com/static/health-ai-developer-foundations/images/shortcuts-qr-code.png) [Model Garden](https://console.cloud.google.com/vertex-ai/model-garden?pageState=(%22galleryStateKey%22:(%22f%22:(%22g%22:%5B%22goals%22%5D,%22o%22:%5B%22Health+%26+Life+Sciences%22%5D),%22s%22:%22%22)) "Model Garden Collection") [Hugging Face](https://huggingface.co/collections/google/health-ai-developer-foundations-hai-def-6744dc060bc19b6cf631bb0f "Hugging Face Collection") [Showcase](https://developers.google.com/health-ai-developer-foundations/showcase) [Showcase Intake](https://services.google.com/fb/forms/hai-def-showcase/) [Newsletter](https://services.google.com/fb/forms/hai-def-news "Subscribe to be notified") [Developer Forum](https://discuss.ai.google.dev/c/hai-def/ "Developer Forum") [Feedback/Collaboration Intake](https://services.google.com/fb/forms/hai-def-feedback/ "Tell us about your use cases")

| Model Card | Architecture | Open Weight | Developer Resources |
|---|---|---|---|
| [MedGemma](https://developers.google.com/health-ai-developer-foundations/medgemma/model-card) | [Gemma 3](https://developers.googleblog.com/en/gemma-explained-whats-new-in-gemma-3) with [MedSigLIP](https://developers.google.com/health-ai-developer-foundations/medsiglip) vision encoder | Yes ([Hugging Face](https://huggingface.co/collections/google/medgemma-release-680aade845f90bec6a3f60c4), [Model Garden](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/medgemma)) | [Docs](https://developers.google.com/health-ai-developer-foundations/medgemma); [GitHub](https://github.com/Google-Health/medgemma); [Preprint](https://arxiv.org/abs/2507.05201); [1.5 Preprint](https://arxiv.org/abs/2604.05081) |
| [MedASR](https://developers.google.com/health-ai-developer-foundations/medasr/model-card) | [Conformer](https://arxiv.org/abs/2005.08100) | Yes ([Hugging Face](https://huggingface.co/google/medasr), [Model Garden](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/medasr)) | [Docs](https://developers.google.com/health-ai-developer-foundations/medasr); [GitHub](https://github.com/Google-Health/medasr); [Preprint](https://arxiv.org/abs/2605.16555) |
| [MedSigLIP](https://developers.google.com/health-ai-developer-foundations/medsiglip/model-card) | [SigLIP](https://arxiv.org/abs/2303.15343) | Yes ([Hugging Face](https://huggingface.co/google/medsiglip-448), [Model Garden](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/medsiglip)) | [Docs](https://developers.google.com/health-ai-developer-foundations/medsiglip); [GitHub](https://github.com/Google-Health/medsiglip); [Preprint](https://arxiv.org/abs/2507.05201) |
| [TxGemma](https://developers.google.com/health-ai-developer-foundations/txgemma/model-card) | [Gemma 2](https://developers.googleblog.com/en/gemma-explained-new-in-gemma-2) | Yes ([Hugging Face](https://huggingface.co/collections/google/txgemma-release-67dd92e931c857d15e4d1e87), [Model Garden](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/txgemma)) | [Docs](https://developers.google.com/health-ai-developer-foundations/txgemma); [GitHub](https://github.com/google-gemini/gemma-cookbook/tree/main/TxGemma); [Preprint](https://arxiv.org/abs/2504.06196) |
| [HeAR (acoustic)](https://developers.google.com/health-ai-developer-foundations/hear/model-card) | [Masked Autoencoder](https://arxiv.org/abs/2111.06377) | Yes ([Hugging Face](https://huggingface.co/google/hear), [Model Garden](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/hear)) | [Docs](https://developers.google.com/health-ai-developer-foundations/hear); [GitHub](https://github.com/Google-Health/hear); [Preprint](https://arxiv.org/abs/2403.02522) |
| [Path Foundation](https://developers.google.com/health-ai-developer-foundations/path-foundation/model-card) | [ViT](https://arxiv.org/abs/2010.11929) | Yes ([Hugging Face](https://huggingface.co/google/path-foundation), [Model Garden](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/path-foundation)) | [Docs](https://developers.google.com/health-ai-developer-foundations/path-foundation); [GitHub](https://github.com/Google-Health/path-foundation); [Preprint](https://arxiv.org/abs/2310.13259) |

<br />

## Legacy Models

| Model Card | Architecture | Open Weight | Developer Resources |
|---|---|---|---|
| [Derm Foundation](https://developers.google.com/health-ai-developer-foundations/derm-foundation/model-card) | [BiT-M ResNet101x3](https://arxiv.org/abs/1912.11370) | Yes ([Hugging Face](https://huggingface.co/google/derm-foundation), [Model Garden](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/derm-foundation)) | [Docs](https://developers.google.com/health-ai-developer-foundations/derm-foundation); [GitHub](https://github.com/Google-Health/derm-foundation) |
| [CXR Foundation](https://developers.google.com/health-ai-developer-foundations/cxr-foundation/model-card) | [EfficientNet-L2](https://arxiv.org/pdf/1911.04252v4) and [BERT](https://arxiv.org/abs/1810.04805) | Yes ([Hugging Face](https://huggingface.co/google/cxr-foundation), [Model Garden](https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/cxr-foundation)) | [Docs](https://developers.google.com/health-ai-developer-foundations/cxr-foundation); [GitHub](https://github.com/Google-Health/cxr-foundation); [Preprint](https://arxiv.org/abs/2308.01317) |
| [CT Foundation](https://github.com/Google-Health/imaging-research/tree/master/ct-foundation#model-card-for-ct-foundation) | [Video CoCA](https://arxiv.org/abs/2212.04979) | No | [GitHub](https://github.com/Google-Health/imaging-research/tree/master/ct-foundation) |
| Med-Gemini | Proprietary | No | [Preprint](https://arxiv.org/pdf/2405.03162) |

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