Replacing non-biomedical concepts improves embedding of biomedical concepts - Niyonkuru, Enock; Gomez, Mauricio Soto; Casarighi, Elena; Antogiovanni, Stephan; Blau, Hannah; Reese, Justin T.; Valentini, Giorgio; Robinson, Peter N. (PloS one, 2025)
Keywords: Algorithms; Clusters; Computational linguistics; computational pipelines; Computer and Information Sciences; Embedding; Information retrieval; Language processing; lexical semantics; Lung carcinoma; Machine Learning; Medical Informatics Computing; Medical Subject Headings-MeSH; Medical terminology; Methods; Natural language interfaces; Natural language processing; Neural networks; Noise reduction; Non-small cell lung carcinoma; Ontology; Physical Sciences; Representations; Research and Analysis Methods; Semantics; Social Sciences; Text categorization; Vector spaces; United States