Litcius/Paper detail

A contextual multi-task neural approach to medication and adverse events identification from clinical text

Sankaran Narayanan, Kaivalya Mannam, Pradeep Achan, Maneesha Vinodini Ramesh, P. Venkat Rangan, Sreeranga P. Rajan

2021Journal of Biomedical Informatics37 citationsDOI

Topics & Concepts

Computer scienceNamed-entity recognitionArtificial intelligenceNatural language processingMachine learningIdentification (biology)Task (project management)Multi-task learningF1 scoreLanguage modelArtificial neural networkManagementBiologyEconomicsBotanyPharmacovigilance and Adverse Drug ReactionsBiomedical Text Mining and OntologiesComputational Drug Discovery Methods
A contextual multi-task neural approach to medication and adverse events identification from clinical text | Litcius