AICAN - Artificial intelligence and digital pathology in cancer

All

11 repositories

H2G-Net
Public
🚀 H2G-Net: Segmentation of breast cancer region from whole slide images
deep-learning clustering tensorflow cnn medical-imaging refinement segmentation convolutional-neural-networks digital-pathology breast-cancer
Jupyter Notebook
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MIT License
•6•22•1•0•Updated Nov 8, 2024Nov 8, 2024
learn-pathology
Public
A web-based system for learning pathology
JavaScript
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MIT License
•2•9•8•2•Updated Nov 7, 2024Nov 7, 2024
.github
Public
test
0•0•0•0•Updated Nov 4, 2024Nov 4, 2024
vsi2tif
Public
Simple tool for converting WSIs from cellSens VSI to pyramidal TIFF
Jupyter Notebook
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MIT License
•5•0•0•0•Updated Sep 9, 2024Sep 9, 2024
DRU-Net
Public
🫁 DRU-Net: Lung carcinoma Segmentation using multi-lens distortion and fusion refinement network
deep-learning lung-cancer convolutional-neural-networks pathology lung wsi histopathology whole-slide-image carcinoma
Python
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MIT License
•1•2•0•0•Updated Jun 26, 2024Jun 26, 2024
FAST-Pathology
Public
⚡ Open-source software for deep learning-based digital pathology
machine-learning opengl deployment cplusplus tensorflow opencl inference pytorch software convolutional-neural-networks
C++
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BSD 2-Clause "Simplified" License
•26•122•25•0•Updated Jun 14, 2024Jun 14, 2024
breast-epithelium-segmentation
Public
🌸 Breast epithelium segmentation through IHC-guided supervision
deep-learning segmentation ihc digital-pathology breast-cancer he insitu invasive benign histopathology
Python
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MIT License
•4•11•0•1•Updated Apr 23, 2024Apr 23, 2024
breast-cancer-stats
Public
🌸 Notebooks for making publish-worthy visualizations using WHO breast cancer data
visualization time statistics jupyter cancer plotly jupyter-notebook stats survival mortality
Jupyter Notebook
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MIT License
•2•4•0•0•Updated Jan 28, 2024Jan 28, 2024
CLAM
Public
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
Python
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GNU General Public License v3.0
•362•0•0•0•Updated Jan 4, 2024Jan 4, 2024
FP-DSA-plugin
Public
Digital Slide Archive plugin to enable FAST deployment of pretrained CNNs for digital pathology
Python
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MIT License
•1•0•0•0•Updated Sep 24, 2023Sep 24, 2023
FAST-Pathology-dependencies
Public
A repo for storing FAST builds used for FastPathology
0•1•0•0•Updated Jun 1, 2022Jun 1, 2022