Matches in SemOpenAlex for { <https://semopenalex.org/work/W4301471115> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4301471115 abstract "Pharmacovigilance is the field of science devoted to the collection, analysis and prevention of Adverse Drug Reactions (ADRs). Efficient strategies for the extraction of information about ADRs from free text resources are essential to support the work of experts, employed in the crucial task of detecting and classifying unexpected pathologies possibly related to drug assumptions. Narrative ADR descriptions may be collected in several way, e.g. by monitoring social networks or through the so called spontaneous reporting, the main method pharmacovigilance adopts in order to identify ADRs. The encoding of free-text ADR descriptions according to MedDRA standard terminology is central for report analysis. It is a complex work, which has to be manually implemented by the pharmacovigilance experts. The manual encoding is expensive (in terms of time). Moreover, a problem about the accuracy of the encoding may occur, since the number of reports is growing up day by day. In this paper, we propose MagiCoder, an efficient Natural Language Processing algorithm able to automatically derive MedDRA terminologies from free-text ADR descriptions. MagiCoder is part of VigiWork, a web application for online ADR reporting and analysis. From a practical view-point, MagiCoder radically reduces the revision time of ADR reports: the pharmacologist has simply to revise and validate the automatic solution versus the hard task of choosing solutions in the 70k terms of MedDRA. This improvement of the expert work efficiency has a meaningful impact on the quality of data analysis. Moreover, our procedure is general purpose. We developed MagiCoder for the Italian pharmacovigilance language, but preliminarily analyses show that it is robust to language and dictionary changes." @default.
- W4301471115 created "2022-10-05" @default.
- W4301471115 creator A5017868414 @default.
- W4301471115 creator A5020707353 @default.
- W4301471115 creator A5023655769 @default.
- W4301471115 creator A5042359968 @default.
- W4301471115 creator A5042631674 @default.
- W4301471115 date "2015-06-26" @default.
- W4301471115 modified "2023-09-27" @default.
- W4301471115 title "Automagically encoding Adverse Drug Reactions in MedDRA" @default.
- W4301471115 doi "https://doi.org/10.48550/arxiv.1506.08052" @default.
- W4301471115 hasPublicationYear "2015" @default.
- W4301471115 type Work @default.
- W4301471115 citedByCount "0" @default.
- W4301471115 crossrefType "posted-content" @default.
- W4301471115 hasAuthorship W4301471115A5017868414 @default.
- W4301471115 hasAuthorship W4301471115A5020707353 @default.
- W4301471115 hasAuthorship W4301471115A5023655769 @default.
- W4301471115 hasAuthorship W4301471115A5042359968 @default.
- W4301471115 hasAuthorship W4301471115A5042631674 @default.
- W4301471115 hasBestOaLocation W43014711151 @default.
- W4301471115 hasConcept C125411270 @default.
- W4301471115 hasConcept C127413603 @default.
- W4301471115 hasConcept C138885662 @default.
- W4301471115 hasConcept C154945302 @default.
- W4301471115 hasConcept C199475168 @default.
- W4301471115 hasConcept C201995342 @default.
- W4301471115 hasConcept C202444582 @default.
- W4301471115 hasConcept C204321447 @default.
- W4301471115 hasConcept C23123220 @default.
- W4301471115 hasConcept C2522767166 @default.
- W4301471115 hasConcept C2780035454 @default.
- W4301471115 hasConcept C2780451532 @default.
- W4301471115 hasConcept C2780542314 @default.
- W4301471115 hasConcept C2993432071 @default.
- W4301471115 hasConcept C33923547 @default.
- W4301471115 hasConcept C41008148 @default.
- W4301471115 hasConcept C41895202 @default.
- W4301471115 hasConcept C547195049 @default.
- W4301471115 hasConcept C57658597 @default.
- W4301471115 hasConcept C71924100 @default.
- W4301471115 hasConcept C9652623 @default.
- W4301471115 hasConcept C98274493 @default.
- W4301471115 hasConceptScore W4301471115C125411270 @default.
- W4301471115 hasConceptScore W4301471115C127413603 @default.
- W4301471115 hasConceptScore W4301471115C138885662 @default.
- W4301471115 hasConceptScore W4301471115C154945302 @default.
- W4301471115 hasConceptScore W4301471115C199475168 @default.
- W4301471115 hasConceptScore W4301471115C201995342 @default.
- W4301471115 hasConceptScore W4301471115C202444582 @default.
- W4301471115 hasConceptScore W4301471115C204321447 @default.
- W4301471115 hasConceptScore W4301471115C23123220 @default.
- W4301471115 hasConceptScore W4301471115C2522767166 @default.
- W4301471115 hasConceptScore W4301471115C2780035454 @default.
- W4301471115 hasConceptScore W4301471115C2780451532 @default.
- W4301471115 hasConceptScore W4301471115C2780542314 @default.
- W4301471115 hasConceptScore W4301471115C2993432071 @default.
- W4301471115 hasConceptScore W4301471115C33923547 @default.
- W4301471115 hasConceptScore W4301471115C41008148 @default.
- W4301471115 hasConceptScore W4301471115C41895202 @default.
- W4301471115 hasConceptScore W4301471115C547195049 @default.
- W4301471115 hasConceptScore W4301471115C57658597 @default.
- W4301471115 hasConceptScore W4301471115C71924100 @default.
- W4301471115 hasConceptScore W4301471115C9652623 @default.
- W4301471115 hasConceptScore W4301471115C98274493 @default.
- W4301471115 hasLocation W43014711151 @default.
- W4301471115 hasOpenAccess W4301471115 @default.
- W4301471115 hasPrimaryLocation W43014711151 @default.
- W4301471115 hasRelatedWork W1965446264 @default.
- W4301471115 hasRelatedWork W1989224844 @default.
- W4301471115 hasRelatedWork W2131576700 @default.
- W4301471115 hasRelatedWork W2262011447 @default.
- W4301471115 hasRelatedWork W2469553630 @default.
- W4301471115 hasRelatedWork W2743886642 @default.
- W4301471115 hasRelatedWork W2951460057 @default.
- W4301471115 hasRelatedWork W3168198786 @default.
- W4301471115 hasRelatedWork W3186707781 @default.
- W4301471115 hasRelatedWork W4301471115 @default.
- W4301471115 isParatext "false" @default.
- W4301471115 isRetracted "false" @default.
- W4301471115 workType "article" @default.