Chemical entity normalization for successful translational development of Alzheimer’s disease and dementia therapeutics
Mullin S, McDougal R, Cheung K, Kilicoglu H, Beck A, Zeiss C. Chemical entity normalization for successful translational development of Alzheimer’s disease and dementia therapeutics. Journal Of Biomedical Semantics 2024, 15: 13. PMID: 39080729, PMCID: PMC11290083, DOI: 10.1186/s13326-024-00314-1.Peer-Reviewed Original ResearchMeSH KeywordsAlzheimer DiseaseBiological OntologiesDementiaHumansNatural Language ProcessingTranslational Research, BiomedicalConceptsEntity normalizationChemical mentionsNatural language modelDictionary-based methodsDictionary-based approachCRAFT corpusDownstream tasksLanguage modelChemical Entities of Biological InterestPubMedBERT modelDisambiguationChEBIDownstream applicationsArticle abstractsRelationship typesMentionsPubMedBERTOntologyDementia literatureTaskDementia CohortMethodEntitiesAccuracyDementia