Computational Pathology
4 projects
Showing 4 of 4 projects
UNIJupyter Notebook
A vision transformer foundation model pre-trained on over 200 million pathology images for computational pathology tasks.
#foundation#mahmoodlab#whole-slide-image-analysis
Stars725
Forks84
Last commit1 year ago
HoVer-NetPython
A PyTorch-based deep learning model for simultaneous nuclear instance segmentation and classification in histopathology images.
#medical-image-analysis#instance-segmentation#cell-classification
Stars711
Forks272
Last commit2 years ago
CONCHPython
A vision-language foundation model for computational pathology, pretrained on 1.17M histopathology image-caption pairs for diverse AI tasks.
#biomedical-nlp#bioimage-analysis#vision-language-pathology
Stars496
Forks50
Last commit
PathMLPython
An open-source toolkit for scalable, standardized computational pathology analysis, enabling AI and machine learning on large imaging datasets.
#image-analysis#microscopy#whole-slide-image
Stars452
Forks89
Last commit1 month ago
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