DeepSynergy
:: DESCRIPTION
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.
::DEVELOPER
Institute of Bioinformatics, Johannes Kepler University Linz
:: SCREENSHOTS
N/A
:: REQUIREMENTS
- Web browser
:: DOWNLOAD
:: MORE INFORMATION
Citation
DeepSynergy: predicting anti-cancer drug synergy with Deep Learning.
Preuer K, Lewis RPI, Hochreiter S, Bender A, Bulusu KC, Klambauer G.
Bioinformatics. 2018 May 1;34(9):1538-1546. doi: 10.1093/bioinformatics/btx806.