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GitHub / mahmoodlab / CONCH
A vision-language foundation model for computational pathology - Nature Medicine
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mahmoodlab%2FCONCH
Stars: 148
Forks: 9
Open Issues: 3
License: other
Language: Python
Repo Size: 1.2 MB
Dependencies:
11
Created: 5 months ago
Updated: 4 days ago
Last pushed: about 1 month ago
Last synced: 2 days ago
Topics: bioimage-analysis, bioimage-informatics, computational-pathology, conch, digital-pathology, foundation-model, health-informatics, histopathology, mahmoodlab, medical-imaging, nature-medicine, nlp-machine-learning, pathology, quantitative-pathology, vision-language-pathology
Files
Dependencies
- ftfy *
- h5py *
- numpy *
- pandas *
- regex *
- scikit-learn *
- timm ==0.9.8
- tokenizers >=0.12.1,<0.14
- torch >=2.0.1
- torchvision *
- transformers ==4.31.0