VISTA-3D is a specialized interactive foundation model for segmenting and anotating human anatomies.
VISTA-3D has three (3) core workflows:
- 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.
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Architecture Type: Transformer
Network Architecture: Custom, Multi-Head Structure
Input Type(s): CT Image
Input Format(s): NIfTI (Neuroimaging Informatics Technology Initiative)
Input Parameters: Three Dimensional (3D)
Other Properties Related to Input: Array of Class/Point Information
Output Type(s): Image
Output Format: NIfTI
Output Parameters: 3D
Supported Hardware Microarchitecture Compatibility: Ampere, Hopper
Supported Operating System(s): Linux
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