Adrián Ayuso-Muñoz

Enhancing drug repurposing on graphs by integrating drug molecular structure as feature

This paper improves drug repurposing by integrating 2D drug molecular structures into graph neural networks, achieving higher AUROC and AUPRC scores than previous methods.

Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing

This paper examines the evolution of orphan drug development and identifies biological patterns in rare diseases treated with repurposed drugs.

REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data

REDIRECTION predicts disease-drug links for drug repurposing using graph-based deep learning on biomedical data, achieving high AUROC and AUPRC scores.