> This page is for VISTA-3D, version 1.0.0 (Latest) (default).
> For other versions, use one of these documentation indexes:
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> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nim/medical/llms.txt.
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# Overview

## Description

VISTA-3D is a specialized interactive foundation model for 3D medical imaging. It excels in providing accurate and adaptable segmentation analysis across anatomies and modalities. Utilizing a multi-head architecture, VISTA-3D adapts to varying conditions and anatomical areas, helping guide users' annotation workflow.  This model is for research purposes and not for clinical usage.

* **Segment everything:** Enables whole body exploration, crucial for understanding complex diseases affecting multiple organs and for holistic treatment planning.
* **Segment using class:** Provides detailed sectional views based on specific classes, essential for targeted disease analysis or organ mapping, such as tumor identification in critical organs.
* **Segment point prompts:** Enhances segmentation precision through user-directed, click-based selection. This interactive approach accelerates the creation of accurate ground-truth data, essential in medical imaging analysis.

## Terms of use

By using this model, you are agreeing to the [terms and conditions](https://docs.nvidia.com/ai-foundation-models-community-license.pdf) of the license.

## References

Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, Ross Girshick, 2023. Segment Anything. [arXiv:2304.02643](https://arxiv.org/abs/2304.02643)