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histogpt
marr-peng-lab/histogpt
histogpt is a machine learning model from marr-peng-lab. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
<div style="text-align: justify" HistoGPT is a vision language model that generates highly accurate pathology reports from gigapixel whole slide images. The model takes multiple tissue sections from a patient as input…
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Updated Sep 25, 2024
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 13, 2024
- Updated
- Sep 25, 2024
- SHA
- c8847e73
Model card
From the Hugging Face model README
<div style="text-align: justify">
HistoGPT is a vision language model that generates highly accurate pathology reports from gigapixel whole slide images. The model takes multiple tissue sections from a patient as input and generates a highly accurate pathology report that includes disease classification, tumor subtype prediction, tumor thickness estimation, and other important clinical information. Most importantly, HistoGPT is fully interpretable, as every word or phrase in the output text can be visualized in the original image.
The full code of our project is available on GitHub. At the moment only the model weights are hosted here on Hugging Face.
</div>- License
- apache-2.0
- Created
- Mar 13, 2024
- Updated
- Sep 25, 2024