Replacing non-biomedical concepts improves embedding of biomedical concepts
Enock Niyonkuru, Mauricio Soto Gomez, Elena Casiraghi, Stephan Antogiovanni, Hannah Blau, Justin Reese, Giorgio Valentini, Peter N. Robinson
The paper replaces non-biomedical synonyms with biomedical terms to improve concept embeddings using Word2Vec, reducing mean intracluster distance by 8%.
PLoS ONE · May 5, 2025Peer-reviewedBioinformatics