Farzaneh Firoozbakht

NetMedGPT - A network medicine foundation model for extensive disease mechanism mining and drug repurposing

NetMedGPT is a transformer-based foundation model trained on biomedical knowledge graphs to predict drug-disease associations and support drug repurposing, outperforming specialized models in multiple tasks.

DREAMER: Exploring Common Mechanisms of Adverse Drug Reactions and Disease Phenotypes through Network-Based Analysis

DREAMER identifies molecular mechanisms of adverse drug reactions and disease phenotypes using network-based analysis, revealing key proteins and pathways involved in various conditions.