Exploiting heterogeneous publicly available data sources for drug safety surveillance: computational framework and case studies

VG Koutkias, A Lillo-Le Louët… - Expert opinion on drug …, 2017 - Taylor & Francis
Objective: Driven by the need of pharmacovigilance centres and companies to routinely
collect and review all available data about adverse drug reactions (ADRs) and adverse …

The EU‐ADR Web Platform: delivering advanced pharmacovigilance tools

JL Oliveira, P Lopes, T Nunes… - … and drug safety, 2013 - Wiley Online Library
Purpose Pharmacovigilance methods have advanced greatly during the last decades,
making post‐market drug assessment an essential drug evaluation component. These …

[HTML][HTML] An open-source platform integrating emerging data sources to support multi-modal active pharmacovigilance

VK Dimitriadis, S Dimitsaki, A Chytas… - Frontiers in Drug …, 2023 - frontiersin.org
As new data sources have emerged, the data space which Pharmacovigilance (PV)
processes can use has significantly expanded. However, still, the currently available tools …

[HTML][HTML] A pipeline to extract drug-adverse event pairs from multiple data sources

SJ Yeleswarapu, A Rao, T Joseph… - BMC medical informatics …, 2014 - Springer
Background Pharmacovigilance aims to uncover and understand harmful side-effects of
drugs, termed adverse events (AEs). Although the current process of pharmacovigilance is …

[HTML][HTML] The 2011–2020 trends of data-driven approaches in medical informatics for active pharmacovigilance

H Shin, J Cha, C Lee, H Song, H Jeong, JY Kim… - Applied Sciences, 2021 - mdpi.com
Pharmacovigilance, the scientific discipline pertaining to drug safety, has been studied
extensively and is progressing continuously. In this field, medical informatics techniques and …

[HTML][HTML] Gathering and exploring scientific knowledge in pharmacovigilance

P Lopes, T Nunes, D Campos, LI Furlong… - PLoS …, 2013 - journals.plos.org
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 …

Pharmacovigilance and clinical environment: utilizing OMOP-CDM and OHDSI software stack to integrate EHR data

VK Dimitriadis, GI Gavriilidis… - Public Health and …, 2021 - ebooks.iospress.nl
Abstract Information Technology (IT) and specialized systems could have a prominent role
towards the support of drug safety processes, both in the clinical context but also beyond …

[HTML][HTML] Patient stratification and identification of adverse event correlations in the space of 1190 drug related adverse events

E Roitmann, R Eriksson, S Brunak - Frontiers in physiology, 2014 - frontiersin.org
Purpose: New pharmacovigilance methods are needed as a consequence of the morbidity
caused by drugs. We exploit fine-grained drug related adverse event information extracted …

[HTML][HTML] Promoting reproducible research for characterizing nonmedical use of medications through data annotation: description of a Twitter corpus and guidelines

K O'Connor, A Sarker, J Perrone… - Journal of medical …, 2020 - jmir.org
Background Social media data are being increasingly used for population-level health
research because it provides near real-time access to large volumes of consumer-generated …

[HTML][HTML] Automating detection of drug-related harms on social media: machine learning framework

A Fisher, MM Young, D Payer, K Pacheco… - Journal of medical …, 2023 - jmir.org
Background A hallmark of unregulated drug markets is their unpredictability and constant
evolution with newly introduced substances. People who use drugs and the public health …