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Multi-label classification of symptom terms from free-text bilingual adverse drug reaction reports using natural language processing

Allergic reactions to medication range from mild to severe or even life-threatening. Proper documentation of patient allergy information is critical for safe prescription, avoiding drug interactions, and reducing healthcare costs. Allergy information is regularly obtained during the medical intervie...

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Detalles Bibliográficos
Autores principales: Chaichulee, Sitthichok, Promchai, Chissanupong, Kaewkomon, Tanyamai, Kongkamol, Chanon, Ingviya, Thammasin, Sangsupawanich, Pasuree
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352066/
https://www.ncbi.nlm.nih.gov/pubmed/35925971
http://dx.doi.org/10.1371/journal.pone.0270595