#Pathology

Showing 10 of 10 repositories tagged #pathology, ranked by stars

mahmoodlab
mahmoodlab
CLAM

Open source tools for computational pathology - Nature BME

Score
75
โ˜… 1.7k โ‘‚ 506 +3/day
Python
qupath
qupath
qupath

QuPath - Open-source bioimage analysis for research

Score
100
โ˜… 1.4k โ‘‚ 354 โ€”
Java
baidu-research
baidu-research
NCRF

Cancer metastasis detection with neural conditional random field (NCRF)

Score
38
โ˜… 759 โ‘‚ 181 โ€”
Python
mahmoodlab
mahmoodlab
TRIDENT

Toolkit for large-scale whole-slide image processing.

Score
88
โ˜… 598 โ‘‚ 133 +3/day
Python
basveeling
basveeling
pcam

The PatchCamelyon (PCam) deep learning classification benchmark.

Score
25
โ˜… 523 โ‘‚ 108 โ€”
Python
histolab
histolab
histolab

Library for Digital Pathology Image Processing

Score
0
โ˜… 461 โ‘‚ 66 +1/day
Python
PathologyFoundation
PathologyFoundation
plip

Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to extract visual and language features from pathology images and text description. The model is a fine-tuned version of the original CLIP model.

Score
12
โ˜… 379 โ‘‚ 38 โ€”
Python
KatherLab
KatherLab
STAMP

Solid Tumor Associative Modeling in Pathology

Score
62
โ˜… 124 โ‘‚ 56 โ€”
Python
SBU-BMI
SBU-BMI
wsinfer

๐Ÿ”ฅ ๐Ÿš€ Blazingly fast pipeline for patch-based classification in whole slide images

Score
0
โ˜… 85 โ‘‚ 14 โ€”
Python
ratschlab
ratschlab
DeepSpot

DeepSpot: Deep learning model for predicting spatial transcriptomics from H&E histopathology images. Supports spot-level (Visium) and single-cell (Xenium) resolution.

Score
50
โ˜… 84 โ‘‚ 22 +1/day
Jupyter Notebook
Related Topics
#deep-learning#digital-pathology#whole-slide-imaging#computational-pathology#histopathology#bioinformatics#bioimage-informatics#camelyon16#tcga-data#weakly-supervised-learning#bioimage-analysis#histology

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