Szymon Szydlik

Beyond Chemical Similarity: Structure-Agnostic Drug–Drug Interaction Prediction with MeSH Semantics and a Drug–Target–Protein Knowledge Graph

A structure-agnostic framework that combines semantic representations derived from Medical Subject Headings with graph-derived topology from a Drug–Target–Protein knowledge graph constructed from DrugBank and UniProt is presented and it is found that graph-derived topology is particularly beneficial when ontology annot...