Quantitative signal detection using spontaneous ADR reporting

A Bate, SJW Evans - Pharmacoepidemiology and drug safety, 2009 - Wiley Online Library
Quantitative methods are increasingly used to analyse spontaneous reports. We describe
the core concepts behind the most common methods, the proportional reporting ratio (PRR) …

Novel statistical tools for monitoring the safety of marketed drugs

JS Almenoff, EN Pattishall, TG Gibbs… - Clinical …, 2007 - Wiley Online Library
Robust tools for monitoring the safety of marketed therapeutic products are of paramount
importance to public health. In recent years, innovative statistical approaches have been …

Impact of safety alerts on measures of disproportionality in spontaneous reporting databases the notoriety bias

A Pariente, F Gregoire, A Fourrier-Reglat, F Haramburu… - Drug safety, 2007 - Springer
Background: Disproportionality analysis of spontaneous reporting is increasingly used, but it
may be influenced in unknown ways by safety alerts (notoriety bias). Objective: To explore …

Comparison of statistical signal detection methods within and across spontaneous reporting databases

G Candore, K Juhlin, K Manlik, B Thakrar, N Quarcoo… - Drug safety, 2015 - Springer
Background Most pharmacovigilance departments maintain a system to identify adverse
drug reactions (ADRs) through analysis of spontaneous reports. The signal detection …

Considerations on the use of different comparators in pharmacovigilance: A methodological review

CA Gravel, A Douros - British journal of clinical pharmacology, 2023 - Wiley Online Library
Pharmacovigilance studies based on spontaneous reporting systems use disproportionality
analysis methods to identify drug‐event combinations with higher‐than‐expected reporting …

Decision support methods for the detection of adverse events in post-marketing data

M Hauben, A Bate - Drug discovery today, 2009 - Elsevier
Spontaneous reporting is a crucial component of post-marketing drug safety surveillance
despite its significant limitations. The size and complexity of some spontaneous reporting …

Nanomedicinal products: a survey on specific toxicity and side effects

W Brand, CW Noorlander, C Giannakou… - International journal …, 2017 - Taylor & Francis
Due to their specific properties and pharmacokinetics, nanomedicinal products (NMPs) may
present different toxicity and side effects compared to non-nanoformulated, conventional …

[HTML][HTML] Signal detection in pharmacovigilance: a review of informatics-driven approaches for the discovery of drug-drug interaction signals in different data sources

H Ibrahim, A Abdo, AM El Kerdawy, AS Eldin - Artificial intelligence in the …, 2021 - Elsevier
The objective of this article is to review the application of informatics-driven approaches in
the pharmacovigilance field with focus on drug-drug interaction (DDI) safety signal discovery …

Mining unexpected temporal associations: applications in detecting adverse drug reactions

H Jin, J Chen, H He, GJ Williams… - IEEE Transactions …, 2008 - ieeexplore.ieee.org
In various real-world applications, it is very useful mining unanticipated episodes where
certain event patterns unexpectedly lead to outcomes, eg, taking two medicines together …

Mining patients' narratives in social media for pharmacovigilance: adverse effects and misuse of methylphenidate

X Chen, C Faviez, S Schuck, A Lillo-Le-Louët… - Frontiers in …, 2018 - frontiersin.org
Background: The Food and Drug Administration (FDA) in the United States and the
European Medicines Agency (EMA) have recognized social media as a new data source to …