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The Evaluation of Transformer Models for the Detection of Adverse Drug Events: A Benchmark Study Using Dutch Free-Text Documents of Hospitalized Patients.

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Title: The Evaluation of Transformer Models for the Detection of Adverse Drug Events: A Benchmark Study Using Dutch Free-Text Documents of Hospitalized Patients.
Authors: Murphy RM; Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Meibergdreef 15, Amsterdam, The Netherlands.; Amsterdam Public Health, Digital Health, Amsterdam, The Netherlands.; Amsterdam Public Health, Quality of Care, Amsterdam, The Netherlands., Mishra N; Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Meibergdreef 15, Amsterdam, The Netherlands.; Amsterdam Public Health, Methodology, Amsterdam, The Netherlands., de Keizer NF; Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Meibergdreef 15, Amsterdam, The Netherlands.; Amsterdam Public Health, Digital Health, Amsterdam, The Netherlands.; Amsterdam Public Health, Quality of Care, Amsterdam, The Netherlands., Dongelmans DA; Amsterdam Public Health, Quality of Care, Amsterdam, The Netherlands.; Department of Intensive Care Medicine, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands., Jager KJ; Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Meibergdreef 15, Amsterdam, The Netherlands.; Amsterdam Public Health, Quality of Care, Amsterdam, The Netherlands.; Amsterdam Public Health, Aging and Later Life, Amsterdam, The Netherlands., Abu-Hanna A; Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Meibergdreef 15, Amsterdam, The Netherlands.; Amsterdam Public Health, Methodology, Amsterdam, The Netherlands.; Amsterdam Public Health, Mental Health, Amsterdam, The Netherlands., Klopotowska JE; Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Meibergdreef 15, Amsterdam, The Netherlands. j.e.klopotowska@amsterdamumc.nl.; Amsterdam Public Health, Digital Health, Amsterdam, The Netherlands. j.e.klopotowska@amsterdamumc.nl.; Amsterdam Public Health, Quality of Care, Amsterdam, The Netherlands. j.e.klopotowska@amsterdamumc.nl., Calixto I; Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Meibergdreef 15, Amsterdam, The Netherlands.; Amsterdam Public Health, Methodology, Amsterdam, The Netherlands.; Amsterdam Public Health, Mental Health, Amsterdam, The Netherlands.
Source: Drug safety [Drug Saf] 2026 Jul; Vol. 49 (7), pp. 843-857. Date of Electronic Publication: 2026 Feb 22.
Publication Type: Journal Article
Journal Info: Publisher: Adis, Springer International Country of Publication: New Zealand NLM ID: 9002928 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1179-1942 (Electronic) Linking ISSN: 01145916 NLM ISO Abbreviation: Drug Saf Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1179-1942
DOI:10.1007/s40264-026-01655-9