Recent Releases of multisyn
multisyn - Initial release of MultiSyn
Multisyn: Accurate prediction of synergistic drug combination using a multi-source information fusion framework
This repository contains the official implementation of our paper.
Multisyn integrates pharmacophore structure, protein-protein interaction (PPI) networks, and cell line omics to predict synergistic anti-cancer drug combinations.
Introduction
Multisyn represents molecules as heterogeneous molecular graphs and predicts drug combination synergy using graph neural networks.
It provides substructure-level attention and integrates multi-source data, including PPI and cell lines omics profiles.
- Python
Published by HuazeLoong 11 months ago
