Explainable detection of adverse drug reaction with imbalanced data distribution

Analysis of health-related texts can be used to detect adverse drug reactions (ADR). The greatest challenge for ADR detection lies in imbalanced data distributions where words related to ADR symptoms are often minority classes. As a result, trained models tend to converge to a point that strongly bi...

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Detalles Bibliográficos
Autores principales: Wang, Jin, Yu, Liang-Chih, Zhang, Xuejie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9239481/
https://www.ncbi.nlm.nih.gov/pubmed/35704662
http://dx.doi.org/10.1371/journal.pcbi.1010144

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9239481/
https://www.ncbi.nlm.nih.gov/pubmed/35704662
http://dx.doi.org/10.1371/journal.pcbi.1010144

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