[HTML][HTML] An innovative method to strengthen evidence for potential drug safety signals using Electronic Health Records

H Abedian Kalkhoran, J Zwaveling… - Journal of Medical …, 2024 - Springer
Reports from spontaneous reporting systems (SRS) are hypothesis generating. Additional
evidence such as more reports is required to determine whether the generated drug-event …

Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactions

R Harpaz, S Vilar, W DuMouchel… - Journal of the …, 2013 - academic.oup.com
Objective Data-mining algorithms that can produce accurate signals of potentially novel
adverse drug reactions (ADRs) are a central component of pharmacovigilance. We propose …

[HTML][HTML] Useful interplay between spontaneous ADR reports and electronic healthcare records in signal detection

AC Pacurariu, SM Straus, G Trifiro, MJ Schuemie… - Drug safety, 2015 - Springer
Abstract Background and Objective Spontaneous reporting systems (SRSs) remain the
cornerstone of post-marketing drug safety surveillance despite their well-known limitations …

When more is less: an exploratory study of the precautionary reporting bias and its impact on safety signal detection

K Klein, JHG Scholl, ML De Bruin… - Clinical …, 2018 - Wiley Online Library
Concerns have been expressed that large numbers of nonvalue‐added reports have been
accumulating in adverse drug reaction (ADR) databases, for example, via patient support …

Implemented Data Mining and Signal Management Systems on Spontaneous Reporting Systems' Databases and their Availability to the Scientific Community-A …

L Miguel de Almeida Vieira Lima… - Current Drug …, 2012 - ingentaconnect.com
Adverse drug reactions' spontaneous reporting systems are an important element in
worldwide pharmacovigilance, gathering potentially useful information for post-marketing …

[HTML][HTML] Automatic extraction of comprehensive drug safety information from adverse drug event narratives in the Korea adverse event reporting system using natural …

S Kim, T Kang, TK Chung, Y Choi, YS Hong, K Jung… - Drug Safety, 2023 - Springer
Introduction Concerns have been raised over the quality of drug safety information,
particularly data completeness, collected through spontaneous reporting systems (SRS) …

All-round approaches to increase adverse drug reaction reports: a scoping review

J Joaquim, C Matos, D Guerra… - Drugs & Therapy …, 2023 - Springer
Introduction Medicines are among the most effective technologies for reducing mortality and
morbidity. Adverse drug reactions (ADRs) are a well-recognised public health problem and …

[HTML][HTML] Structured assessment for prospective identification of safety signals in electronic medical records: evaluation in the health improvement network

S Cederholm, G Hill, A Asiimwe, A Bate, F Bhayat… - Drug safety, 2015 - Springer
Background Pharmacovigilance signal detection largely relies on individual case reports,
but longitudinal health data are being explored as complementary information sources …

Use of electronic health record data for drug safety signal identification: a scoping review

SE Davis, L Zabotka, RJ Desai, SV Wang, JC Maro… - Drug Safety, 2023 - Springer
Introduction Pharmacovigilance programs protect patient health and safety by identifying
adverse event signals through postmarketing surveillance of claims data and spontaneous …

Mining electronic health records for adverse drug effects using regression based methods

R Harpaz, K Haerian, HS Chase… - Proceedings of the 1st …, 2010 - dl.acm.org
The identification of post-marketed adverse drug events (ADEs) is paramount to health care.
Spontaneous reporting systems (SRS) are currently the mainstay in pharmacovigilance …