Enhancing evidence-based medicine with natural language argumentative analysis of clinical trials

•A dataset of clinical trials annotated with argument components and relations.•An evaluation using ML methods to extract argument structures and classify outcomes.•A characterisation of argumentative components using the effects on the outcomes. In the latest years, the healthcare domain has seen a...

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Veröffentlicht in:	Artificial intelligence in medicine 2021-08, Vol.118, p.102098-102098, Article 102098
Hauptverfasser:	Mayer, Tobias, Marro, Santiago, Cabrio, Elena, Villata, Serena
Format:	Artikel
Sprache:	eng
Schlagworte:	Argument mining Artificial Intelligence Biomedical natural language processing Clinical decision support systems Computer Science Information extraction PICO analysis Randomized controlled trials
Online-Zugang:	Volltext
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