Automatic Generation of MedDRA terms Groupings using an Ontology

被引:17
作者
Declerck, Gunnar [1 ,3 ]
Bousquet, Cedric [2 ,3 ]
Jaulent, Marie-Christine [3 ]
机构
[1] Ctr Rech Cordeliers, 15 Rue Ecole Med, F-75006 Paris, France
[2] CHU Univ St Etienne, Dept Publ Hlth, St Etienne, France
[3] Univ Paris 05, INSERM, UMRS 872 EQ20, Paris, France
来源
QUALITY OF LIFE THROUGH QUALITY OF INFORMATION | 2012年 / 180卷
关键词
Pharmacovigilance; knowledge engineering; ontology; MedDRA terminology; SMQ; semantic reasoning; PHARMACOVIGILANCE;
D O I
10.3233/978-1-61499-101-4-73
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
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.
引用
收藏
页码:73 / 77
页数:5
相关论文
共 6 条
[1]   Implementation of automated signal generation in pharmacovigilance using a knowledge-based approach [J].
Bousquet, C ;
Henegar, C ;
Lillo-Le Louët, A ;
Degoulet, P ;
Jaulent, MC .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2005, 74 (7-8) :563-571
[2]   Appraisal of the MedDRA conceptual structure for describing and grouping adverse drug reactions [J].
Bousquet, C ;
Lagier, G ;
Louët, ALL ;
Le Beller, C ;
Venot, A ;
Jaulent, MC .
DRUG SAFETY, 2005, 28 (01) :19-34
[3]   Evaluation of an Ontological Resource for Pharmacovigilance [J].
Jaulent, Marie-Christine ;
Alecu, Iulian .
MEDICAL INFORMATICS IN A UNITED AND HEALTHY EUROPE, 2009, 150 :522-526
[4]   Standardised MedDRA queries - Their role in signal detection [J].
Mozzicato, Patricia .
DRUG SAFETY, 2007, 30 (07) :617-619
[5]   Determining correspondences between high-frequency MedDRA concepts and SNOMED: a case study [J].
Nadkarni, Prakash M. ;
Darer, Jonathan D. .
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2010, 10
[6]   Data mining on electronic health record databases for signal detection in pharmacovigilance: which events to monitor? [J].
Trifiro, Gianluca ;
Pariente, Antoine ;
Coloma, Preciosa M. ;
Kors, Jan A. ;
Polimeni, Giovanni ;
Miremont-Salame, Ghada ;
Catania, Maria Antonietta ;
Salvo, Francesco ;
David, Anaelle ;
Moore, Nicholas ;
Caputi, Achille Patrizio ;
Sturkenboom, Miriam ;
Molokhia, Mariam ;
Hippisley-Cox, Julia ;
Acedo, Carlos Diaz ;
van der Lei, Johan ;
Fourrier-Reglat, Annie .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2009, 18 (12) :1176-1184