A systematic review of natural language processing and text mining of symptoms from electronic patient-authored text data
C Dreisbach, TA Koleck, PE Bourne… - International journal of …, 2019 - Elsevier
Objective In this systematic review, we aim to synthesize the literature on the use of natural
language processing (NLP) and text mining as they apply to symptom extraction and …
language processing (NLP) and text mining as they apply to symptom extraction and …
The value of patient reporting to the pharmacovigilance system: a systematic review
P Inácio, A Cavaco, M Airaksinen - British journal of clinical …, 2017 - Wiley Online Library
Aims Current trends in pharmacovigilance systems are veering towards patient involvement
in spontaneous reporting of adverse drug reactions (ADRs). The aim of the current …
in spontaneous reporting of adverse drug reactions (ADRs). The aim of the current …
Natural language processing and its implications for the future of medication safety: a narrative review of recent advances and challenges
A Wong, JM Plasek, SP Montecalvo… - … : The Journal of Human …, 2018 - Wiley Online Library
The safety of medication use has been a priority in the United States since the late 1930s.
Recently, it has gained prominence due to the increasing amount of data suggesting that a …
Recently, it has gained prominence due to the increasing amount of data suggesting that a …
Mining social media data for biomedical signals and health-related behavior
Social media data have been increasingly used to study biomedical and health-related
phenomena. From cohort-level discussions of a condition to population-level analyses of …
phenomena. From cohort-level discussions of a condition to population-level analyses of …
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 …
capabilities of key emerging technologies presents pharmacovigilance with enormous …
Utility of social media and crowd-intelligence data for pharmacovigilance: a scoping review
Background A scoping review to characterize the literature on the use of conversations in
social media as a potential source of data for detecting adverse events (AEs) related to …
social media as a potential source of data for detecting adverse events (AEs) related to …
Real-world data and the patient perspective: the PROmise of social media?
L McDonald, B Malcolm, S Ramagopalan, H Syrad - BMC medicine, 2019 - Springer
Understanding the patient perspective is fundamental to delivering patient-centred care. In
most healthcare systems, however, patient-reported outcomes are not regularly collected or …
most healthcare systems, however, patient-reported outcomes are not regularly collected or …
The usefulness of listening social media for pharmacovigilance purposes: a systematic review
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 …
information. The mining of social media is a complex process under progressive evolution …
Establishing a framework for the use of social media in pharmacovigilance in Europe
S Brosch, AM de Ferran, V Newbould, D Farkas… - Drug safety, 2019 - Springer
Abstract The Innovative Medicines Initiative (IMI) WEB-RADR (Web-Recognising Adverse
Drug Reactions) project looked at opportunities and challenges in using social media in …
Drug Reactions) project looked at opportunities and challenges in using social media in …
Use of social media for pharmacovigilance activities: key findings and recommendations from the Vigi4Med project
B Audeh, F Bellet, MN Beyens, A Lillo-Le Louët… - Drug Safety, 2020 - Springer
The large-scale use of social media by the population has gained the attention of
stakeholders and researchers in various fields. In the domain of pharmacovigilance, this …
stakeholders and researchers in various fields. In the domain of pharmacovigilance, this …