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  • Language
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  • Created over 7 years ago
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Repository Details

Classification of Lung cancer slide images using deep-learning

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 Fenyรถ, Andre L. Moreira, Narges Razavian, Aristotelis Tsirigos. Classification and mutation prediction from nonโ€“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