Overview

DeepSynergy is a Deep Learning model for the prediction of synergy scores. It was trained on more than 22,000 samples based on 39 different cancer cell lines and combinations of 38 different drugs. DeepSynegy significantly outperformed other state-of-the-art machine learning methods.

Within this application DeepSynergy provides predictions for untested drug combinations for a given cell line. The results are displayed in the context of the training data.

Additional Information

DeepSynergy is published here: https://doi.org/10.1093/bioinformatics/btx806

Code is available on github: https://github.com/KristinaPreuer/DeepSynergy

Data is available at our homepage: http://www.bioinf.jku.at/software/DeepSynergy/

Results

Download

We provide all predictions of DeepSynergy as a .csv file.