PEGASE___Ongoing_Papers.pdf (671.09 kB)
Sparklis over PEGASE Knowledge Graph: A New Tool for Pharmacovigilance
journal contribution
posted on 2018-12-05, 13:09 authored by Carlos Bobed, Laura Douze, Sébastien Ferré, Romaric MarcillyPharmacovigilance is in charge of studying the adverse effects of pharmaceutical products. In this field, pharmacovigilance specialists experience several difficulties when searching and exploring their patient data despite the existence of standardized terminologies (MedDRA).
In this paper, we present our approach to enhance the way pharmacovigilance specialists perform search and exploration on their data.
First, we have developed a knowledge graph that relies on the OntoADR ontology to semantically enrich the MedDRA terminology with SNOMED~CT concepts, and that includes anonymized patient data from FAERS.
Second, we have chosen and extended a semantic search tool, Sparklis, according to the user requirements that we have identified in pharmacovigilance.
We report the results of a usability evaluation that has been performed by human factors specialists to check the benefits of our proposal.
In this paper, we present our approach to enhance the way pharmacovigilance specialists perform search and exploration on their data.
First, we have developed a knowledge graph that relies on the OntoADR ontology to semantically enrich the MedDRA terminology with SNOMED~CT concepts, and that includes anonymized patient data from FAERS.
Second, we have chosen and extended a semantic search tool, Sparklis, according to the user requirements that we have identified in pharmacovigilance.
We report the results of a usability evaluation that has been performed by human factors specialists to check the benefits of our proposal.
