https://github.com/BiomedSciAI/histocartography

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.
https://github.com/BiomedSciAI/histocartography

deep-learning graph-neural-networks healthcare machine-learning pathology pytorch

Last synced: 6 months ago
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A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

• Host: GitHub
• URL: https://github.com/BiomedSciAI/histocartography
• Owner: BiomedSciAI
• License: agpl-3.0
• Created: 2019-11-27T10:10:55.000Z (almost 6 years ago)
• Default Branch: main
• Last Pushed: 2023-12-23T15:08:07.000Z (almost 2 years ago)
• Last Synced: 2025-04-06T14:11:23.930Z (7 months ago)
• Topics: deep-learning, graph-neural-networks, healthcare, machine-learning, pathology, pytorch
• Language: Python
• Homepage:
• Size: 177 MB
• Stars: 251
• Watchers: 5
• Forks: 58
• Open Issues: 22
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-pathology - histocartography - Library designed to facilitate the development of graph-based computational pathology pipelines. (Software / Machine Learning)