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Digital Pathology

11 projects

Showing 11 of 11 projects

CHIEF
CHIEFPython

A general-purpose foundation model for cancer diagnosis and prognosis prediction from histopathology whole-slide images.

#whole-slide-image-analysis#medical-ai#biomarker-discovery
Stars713
Forks115
Last commit5 months ago
GigaPath
GigaPathPython

A whole-slide foundation model for digital pathology, pre-trained on real-world data to analyze tissue slides at tile and slide levels.

#research-tool#medical-ai#tile-encoder
Stars621
Forks104
Last commit1 year ago
DeepSlide
DeepSlidePython

A sliding window framework for classifying high-resolution whole-slide microscopy and histopathology images using deep neural networks.

#medical-image-analysis#microscopy#resnet
Stars515
Forks146
Last commit2 years ago
CONCH
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
Stars512
Forks52
Last commit1 year ago
OpenSlide
OpenSlideC

A C library for reading whole slide image files (virtual slides) with a consistent API across multiple vendor formats.

#c-library#microscopy#c
Stars506
Forks267
Last commit3 days ago
PathML
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
Stars455
Forks87
Last commit21 days ago
Biological Image Analysis
Biological Image Analysis

A curated list of software, tools, pipelines, and plugins for image analysis in biological research.

#image-analysis#bioimage-analysis#microscopy
Stars185
Forks28
Last commit3 months ago
Slim
SlimTypeScript

A web-based DICOM slide microscopy viewer and annotation tool for imaging data science and computational pathology.

#image-analysis#computational-pathology#dicomweb
Stars165
Forks47
Last commit2 days ago
FastPathology
FastPathologyC++

Open-source software for deep learning-based analysis and visualization of whole slide images in digital pathology.

#opencl#opengl#gui-application
Stars142
Forks26
Last commit2 years ago
PAQUO
PAQUOPython

A Python library for interacting with QuPath, providing a pythonic interface to manage and analyze digital pathology projects.

#image-analysis#qupath#open-source
Stars135
Forks19
Last commit2 months ago
Classpose
ClassposePython

A foundation model-driven method for semantic cell classification in whole slide images, extending Cellpose with a WSI workflow and QuPath integration.

#qupath#bioimage-analysis#microscopy
Stars30
Forks1
Last commit2 days ago

Related Tags

#Medical Imaging7#Histopathology6#Whole Slide Imaging6#Microscopy5#Computational Pathology4#Computer Vision4#Image Analysis4#Deep Learning3#Bioinformatics3#Bioimage Analysis3#Pathology3#Foundation Model3
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