https://github.com/ncoudray/DeepPATH

Classification of Lung cancer slide images using deep-learning
https://github.com/ncoudray/DeepPATH

Last synced: 3 months ago
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Classification of Lung cancer slide images using deep-learning

• Host: GitHub
• URL: https://github.com/ncoudray/DeepPATH
• Owner: ncoudray
• Created: 2017-05-23T15:01:54.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2024-05-28T20:16:01.000Z (6 months ago)
• Last Synced: 2024-05-30T11:21:34.189Z (6 months ago)
• Language: Python
• Size: 10.8 MB
• Stars: 484
• Watchers: 35
• Forks: 211
• Open Issues: 39
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-ai-cancer - ncoudray/DeepPATH - Classification of Lung cancer slide images using deep-learning (Code / Repositories)

README

        
The DeepPATH framework gathers the codes that have been used to study the use of a deep learning architecture (inception v3 from Google) to classify Lung cancer images.

For more details and references, please check:

Nicolas Coudray, Paolo Santiago Ocampo, Theodore Sakellaropoulos, Navneet Narula, Matija Snuderl, David Fenyö, Andre L. Moreira, Narges Razavian, Aristotelis Tsirigos. Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning. Nature Medicine, 2018; DOI: 10.1038/s41591-018-0177-5

https://www.nature.com/articles/s41591-018-0177-5

https://www.biorxiv.org/content/early/2017/10/03/197574