pathology-foundation-models
Catalog and document pathology foundation models from research papers
All Skills in This Repository (1)
Pure Emerald Level IndicatorsFrequently Asked Questions
FAQPage SchemaHow to install pathology-foundation-models?▼
Run `npx skills add georg-wolflein/pathology-foundation-models --all -g -y` in your terminal to install all skills in this collection globally.
What is a pathology foundation model?▼
It is a neural network pretrained on large collections of pathology slide images using self-supervised learning, producing reusable image features for downstream medical tasks.
How to add a new model to the catalog?▼
Place the paper PDF in the papers folder and ask your agent to add the model; it reads the paper, extracts all fields, and inserts a correctly formatted row.
How is effective magnification calculated?▼
The skill combines patch extraction magnification, patch size, input size, and random crop augmentation settings from the paper and the underlying SSL framework's code.
Do I need machine learning expertise to use this?▼
No. You provide the paper title, and the agent handles reading, extraction, calculation, and documentation with full source quotes for verification.
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