Literature DB >> 22874155

Automatic generation of MedDRA terms groupings using an ontology.

Gunnar Declerck1, Cédric Bousquet, Marie-Christine Jaulent.   

Abstract

In the context of PROTECT European project, we have developed an ontology of adverse drug reactions (OntoADR) based on the original MedDRA hierarchy and a query-based method to achieve automatic MedDRA terms groupings for improving pharmacovigilance signal detection. Those groupings were evaluated against standard handmade MedDRA groupings corresponding to first priority pharmacovigilance safety topics. Our results demonstrate that this automatic method allows catching most of the terms present in the reference groupings, and suggest that it could offer an important saving of time for the achievement of pharmacovigilance groupings. This paper describes the theoretical context of this work, the evaluation methodology, and presents the principal results.

Mesh:

Year:  2012        PMID: 22874155

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  5 in total

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Journal:  Drug Saf       Date:  2015-06       Impact factor: 5.606

2.  Identification of fever and vaccine-associated gene interaction networks using ontology-based literature mining.

Authors:  Junguk Hur; Arzucan Ozgür; Zuoshuang Xiang; Yongqun He
Journal:  J Biomed Semantics       Date:  2012-12-20

3.  Exploitation of semantic methods to cluster pharmacovigilance terms.

Authors:  Marie Dupuch; Laëtitia Dupuch; Thierry Hamon; Natalia Grabar
Journal:  J Biomed Semantics       Date:  2014-04-16

4.  Good Signal Detection Practices: Evidence from IMI PROTECT.

Authors:  Antoni F Z Wisniewski; Andrew Bate; Cedric Bousquet; Andreas Brueckner; Gianmario Candore; Kristina Juhlin; Miguel A Macia-Martinez; Katrin Manlik; Naashika Quarcoo; Suzie Seabroke; Jim Slattery; Harry Southworth; Bharat Thakrar; Phil Tregunno; Lionel Van Holle; Michael Kayser; G Niklas Norén
Journal:  Drug Saf       Date:  2016-06       Impact factor: 5.606

5.  An Interoperability Platform Enabling Reuse of Electronic Health Records for Signal Verification Studies.

Authors:  Mustafa Yuksel; Suat Gonul; Gokce Banu Laleci Erturkmen; Ali Anil Sinaci; Paolo Invernizzi; Sara Facchinetti; Andrea Migliavacca; Tomas Bergvall; Kristof Depraetere; Jos De Roo
Journal:  Biomed Res Int       Date:  2016-03-31       Impact factor: 3.411

  5 in total

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