Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants

•Clinical text mining is applied to Adverse Drug Reaction (ADR) extraction.•An ADR is a cause-effect relation between a drug and a disease.•Stages: 1) recognize drugs and diseases; 2) from drug-disease pairs detect ADRs.•Deep neural networks resulted robust against class imbalance and lexical variat...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2021-02, Vol.199, p.105891-105891, Article 105891
Hauptverfasser:	Santiso, Sara, Pérez, Alicia, Casillas, Arantza
Format:	Artikel
Sprache:	eng
Schlagworte:	Adverse drug reaction extraction Data Mining Deep Learning Drug-Related Side Effects and Adverse Reactions Electronic Health Records Humans Natural Language Processing
Online-Zugang:	Volltext
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