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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Bibliographic Details
Main Authors: Sitthichok Chaichulee, Chissanupong Promchai, Tanyamai Kaewkomon, Chanon Kongkamol, Thammasin Ingviya, Pasuree Sangsupawanich
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0270595