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A novel approach for drug response prediction in cancer cell lines via network representation learning

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NRL2DRP

A novel approach for drug response predictionin cancer cell lines via network representation learning

Instructions to NRL2DRP

Developer: Jianghong Yang(yjhzqw12@mail.ustc.edu.cn) from Health Informatics Lab, School of Information Science and Technology, University of Science and Technology of China

This method is used to predict drug responses in cancer cell lines, using genomic profiles, PPI network, and known responses, via a network representation learning method.

Requirement:

MATLAB for Linux R2014a/b or later

Usage

matlab -nodesktop -nosplash -r 'demo_NRL2DRP'

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A novel approach for drug response prediction in cancer cell lines via network representation learning

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