Drug Repositioning with GraphSAGE and Clustering Constraints Based on Drug and Disease Networks

• Main Authors: Yuchen Zhang (Author), Xiujuan Lei (Author), Yi Pan (Author), Fang-Xiang Wu (Author)
• Format: Knjiga
• Izdano: Frontiers Media S.A., 2022-05-01T00:00:00Z.
• Teme: article
• Online dostop: Connect to this object online.

The understanding of therapeutic properties is important in drug repositioning and drug discovery. However, chemical or clinical trials are expensive and inefficient to characterize the therapeutic properties of drugs. Recently, artificial intelligence (AI)-assisted algorithms have received extensiv...