applications.md

Applications

Polypharmacy

• Preclinical validation of therapeutic targets predicted by tensor factorization on heterogeneous graphs (Bioinformatics 2018)
  • Zitnik, Marinka, Monica Agrawal, and Jure Leskovec.
  • [Paper]

Drug-Target Interaction

• Discovering protein drug targets using knowledge graph embeddings (Bioinformatics 2020)
  • Mohamed, Sameh K., Vít Nováček, and Aayah Nounu.
  • [Paper]

Gene-Disease Prioritization

• Preclinical validation of therapeutic targets predicted by tensor factorization on heterogeneous graphs (Scientific reports 2020)
  • Paliwal, Saee, Alex de Giorgio, Daniel Neil, Jean-Baptiste Michel, and Alix MB Lacoste.
  • [Paper]