Biomedical knowledge graphs

MAP swaps drug IDs for a mechanism graph and claims zero-shot single-cell predictions

A framework called MAP encodes 694,246 mechanistic links over 187,089 drugs, then reports up to 12.3% better zero-shot response prediction. Per drug, that graph averages under four edges.