# DeepPATH

**Repository Path**: jtqiu/DeepPATH

## Basic Information

- **Project Name**: DeepPATH
- **Description**: Classification of Lung cancer slide images using deep-learning
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-25
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## 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