Harnessing social media data for pharmacovigilance: a review of current state of the art, challenges and future directions

D Pappa, LK Stergioulas - International Journal of Data Science and …, 2019 - Springer
The ever-increasing supply of information combined with the growing knowledge elicitation
capabilities of key emerging technologies presents pharmacovigilance with enormous …

Association between myocarditis and antipsychotics other than clozapine: a systematic literature review and a pharmacovigilance study using VigiBase

C De Las Cuevas, EJ Sanz, C Rohde… - Expert Review of …, 2022 - Taylor & Francis
Introduction Pharmacovigilance studies have definitely established that clozapine can cause
myocarditis. Two published reviews suggested that on rare occasions other antipsychotics …

Artificial intelligence, real-world automation and the safety of medicines

A Bate, SF Hobbiger - Drug Safety, 2021 - Springer
Despite huge technological advances in the capabilities to capture, store, link and analyse
data electronically, there has been some but limited impact on routine pharmacovigilance …

Clozapine-induced cardiomyopathy and myocarditis monitoring: a systematic review

KN Knoph, RJ Morgan III, BA Palmer, KM Schak… - Schizophrenia …, 2018 - Elsevier
The use of clozapine requires monitoring the absolute neutrophil count because of the risk
of agranulocytosis, but other potentially fatal adverse events associated with clozapine …

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 …

A smart hospital-driven approach to precision pharmacovigilance

F De Pretis, M van Gils, MM Forsberg - Trends in pharmacological sciences, 2022 - cell.com
Researchers, regulatory agencies, and the pharmaceutical industry are moving towards
precision pharmacovigilance as a comprehensive framework for drug safety assessment, at …

The usefulness of listening social media for pharmacovigilance purposes: a systematic review

I Convertino, S Ferraro, C Blandizzi… - Expert opinion on drug …, 2018 - Taylor & Francis
Introduction: Social media mining could be a possible strategy to retrieve drug safety
information. The mining of social media is a complex process under progressive evolution …

E-synthesis: a Bayesian framework for causal assessment in pharmacosurveillance

F De Pretis, J Landes, B Osimani - Frontiers in Pharmacology, 2019 - frontiersin.org
Background: Evidence suggesting adverse drug reactions often emerges unsystematically
and unpredictably in form of anecdotal reports, case series and survey data. Safety trials and …

Computational advances in drug safety: systematic and mapping review of knowledge engineering based approaches

P Natsiavas, A Malousi, C Bousquet… - Frontiers in …, 2019 - frontiersin.org
Drug Safety (DS) is a domain with significant public health and social impact. Knowledge
Engineering (KE) is the Computer Science discipline elaborating on methods and tools for …

OpenPVSignal: Advancing Information Search, Sharing and Reuse on Pharmacovigilance Signals via FAIR Principles and Semantic Web Technologies

P Natsiavas, RD Boyce, MC Jaulent… - Frontiers in …, 2018 - frontiersin.org
Signal detection and management is a key activity in pharmacovigilance (PV). When a new
PV signal is identified, the respective information is publicly communicated in the form of …