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Gathering and Exploring Scientific Knowledge in Pharmacovigilance

Pharmacovigilance plays a key role in the healthcare domain through the assessment, monitoring and discovery of interactions amongst drugs and their effects in the human organism. However, technological advances in this field have been slowing down over the last decade due to miscellaneous legal, et...

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Autores principales: Lopes, Pedro, Nunes, Tiago, Campos, David, Furlong, Laura Ines, Bauer-Mehren, Anna, Sanz, Ferran, Carrascosa, Maria Carmen, Mestres, Jordi, Kors, Jan, Singh, Bharat, van Mulligen, Erik, Van der Lei, Johan, Diallo, Gayo, Avillach, Paul, Ahlberg, Ernst, Boyer, Scott, Diaz, Carlos, Oliveira, José Luís
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3859628/
https://www.ncbi.nlm.nih.gov/pubmed/24349421
http://dx.doi.org/10.1371/journal.pone.0083016
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author Lopes, Pedro
Nunes, Tiago
Campos, David
Furlong, Laura Ines
Bauer-Mehren, Anna
Sanz, Ferran
Carrascosa, Maria Carmen
Mestres, Jordi
Kors, Jan
Singh, Bharat
van Mulligen, Erik
Van der Lei, Johan
Diallo, Gayo
Avillach, Paul
Ahlberg, Ernst
Boyer, Scott
Diaz, Carlos
Oliveira, José Luís
author_facet Lopes, Pedro
Nunes, Tiago
Campos, David
Furlong, Laura Ines
Bauer-Mehren, Anna
Sanz, Ferran
Carrascosa, Maria Carmen
Mestres, Jordi
Kors, Jan
Singh, Bharat
van Mulligen, Erik
Van der Lei, Johan
Diallo, Gayo
Avillach, Paul
Ahlberg, Ernst
Boyer, Scott
Diaz, Carlos
Oliveira, José Luís
author_sort Lopes, Pedro
collection PubMed
description Pharmacovigilance plays a key role in the healthcare domain through the assessment, monitoring and discovery of interactions amongst drugs and their effects in the human organism. However, technological advances in this field have been slowing down over the last decade due to miscellaneous legal, ethical and methodological constraints. Pharmaceutical companies started to realize that collaborative and integrative approaches boost current drug research and development processes. Hence, new strategies are required to connect researchers, datasets, biomedical knowledge and analysis algorithms, allowing them to fully exploit the true value behind state-of-the-art pharmacovigilance efforts. This manuscript introduces a new platform directed towards pharmacovigilance knowledge providers. This system, based on a service-oriented architecture, adopts a plugin-based approach to solve fundamental pharmacovigilance software challenges. With the wealth of collected clinical and pharmaceutical data, it is now possible to connect knowledge providers’ analysis and exploration algorithms with real data. As a result, new strategies allow a faster identification of high-risk interactions between marketed drugs and adverse events, and enable the automated uncovering of scientific evidence behind them. With this architecture, the pharmacovigilance field has a new platform to coordinate large-scale drug evaluation efforts in a unique ecosystem, publicly available at http://bioinformatics.ua.pt/euadr/.
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spelling pubmed-38596282013-12-13 Gathering and Exploring Scientific Knowledge in Pharmacovigilance Lopes, Pedro Nunes, Tiago Campos, David Furlong, Laura Ines Bauer-Mehren, Anna Sanz, Ferran Carrascosa, Maria Carmen Mestres, Jordi Kors, Jan Singh, Bharat van Mulligen, Erik Van der Lei, Johan Diallo, Gayo Avillach, Paul Ahlberg, Ernst Boyer, Scott Diaz, Carlos Oliveira, José Luís PLoS One Research Article Pharmacovigilance plays a key role in the healthcare domain through the assessment, monitoring and discovery of interactions amongst drugs and their effects in the human organism. However, technological advances in this field have been slowing down over the last decade due to miscellaneous legal, ethical and methodological constraints. Pharmaceutical companies started to realize that collaborative and integrative approaches boost current drug research and development processes. Hence, new strategies are required to connect researchers, datasets, biomedical knowledge and analysis algorithms, allowing them to fully exploit the true value behind state-of-the-art pharmacovigilance efforts. This manuscript introduces a new platform directed towards pharmacovigilance knowledge providers. This system, based on a service-oriented architecture, adopts a plugin-based approach to solve fundamental pharmacovigilance software challenges. With the wealth of collected clinical and pharmaceutical data, it is now possible to connect knowledge providers’ analysis and exploration algorithms with real data. As a result, new strategies allow a faster identification of high-risk interactions between marketed drugs and adverse events, and enable the automated uncovering of scientific evidence behind them. With this architecture, the pharmacovigilance field has a new platform to coordinate large-scale drug evaluation efforts in a unique ecosystem, publicly available at http://bioinformatics.ua.pt/euadr/. Public Library of Science 2013-12-11 /pmc/articles/PMC3859628/ /pubmed/24349421 http://dx.doi.org/10.1371/journal.pone.0083016 Text en © 2013 Lopes et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Lopes, Pedro
Nunes, Tiago
Campos, David
Furlong, Laura Ines
Bauer-Mehren, Anna
Sanz, Ferran
Carrascosa, Maria Carmen
Mestres, Jordi
Kors, Jan
Singh, Bharat
van Mulligen, Erik
Van der Lei, Johan
Diallo, Gayo
Avillach, Paul
Ahlberg, Ernst
Boyer, Scott
Diaz, Carlos
Oliveira, José Luís
Gathering and Exploring Scientific Knowledge in Pharmacovigilance
title Gathering and Exploring Scientific Knowledge in Pharmacovigilance
title_full Gathering and Exploring Scientific Knowledge in Pharmacovigilance
title_fullStr Gathering and Exploring Scientific Knowledge in Pharmacovigilance
title_full_unstemmed Gathering and Exploring Scientific Knowledge in Pharmacovigilance
title_short Gathering and Exploring Scientific Knowledge in Pharmacovigilance
title_sort gathering and exploring scientific knowledge in pharmacovigilance
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3859628/
https://www.ncbi.nlm.nih.gov/pubmed/24349421
http://dx.doi.org/10.1371/journal.pone.0083016
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