Language‐agnostic pharmacovigilant text mining to elicit side effects from clinical notes and hospital medication records

Risk of Hospitalization Associated with Cardiovascular Medications in the Elderly Italian Population: A Nationwide Multicenter Study in Emergency Departments

(2021) Giada Crescioli et al.   Frontiers in Pharmacology

Cold-Start Problems in Data-Driven Prediction of Drug–Drug Interaction Effects

(2021) Pieter Dewulf et al.   Pharmaceuticals

Italian Emergency Department Visits and Hospitalizations for Outpatients’ Adverse Drug Events: 12-Year Active Pharmacovigilance Surveillance (The MEREAFaPS Study)

(2020) Niccolò Lombardi et al.   Frontiers in Pharmacology

A Feasibility Study of Drug–Drug Interaction Signal Detection in Regular Pharmacovigilance

(2020) Sara Hult et al.   DRUG SAFETY

Clinical validation of the self-reported Glasgow Antipsychotic Side-effect Scale using the clinician-rated UKU side-effect scale as gold standard reference

(2020) Marlene Schouby Bock et al.   JOURNAL OF PSYCHOPHARMACOLOGY

Antihypertensive Drugs and Risk of Depression

(2020) Lars Vedel Kessing et al.   HYPERTENSION

Identification of Adverse Drug Event–Related Japanese Articles: Natural Language Processing Analysis

(2020) Shogo Ujiie et al.   JMIR Medical Informatics

Effect of Routine Cytochrome P450 2D6 and 2C19 Genotyping on Antipsychotic Drug Persistence in Patients With Schizophrenia

(2020) Gesche Jürgens et al.   JAMA Network Open

Social Media Surveillance of Multiple Sclerosis Medications Used During Pregnancy and Breastfeeding: Content Analysis

(2019) Bita Rezaallah et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Comparison of text processing methods in social media–based signal detection

(2019) Natalie Gavrielov‐Yusim et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

RedMed: Extending drug lexicons for social media applications

(2019) Adam Lavertu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts

(2017) Anne Cocos et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

DrugBank 5.0: a major update to the DrugBank database for 2018

(2017) David S Wishart et al.   NUCLEIC ACIDS RESEARCH

A method for data-driven exploration to pinpoint key features in medical data and facilitate expert review

(2017) Kristina Juhlin et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Reverse translation of adverse event reports paves the way for de-risking preclinical off-targets

(2017) Mateusz Maciejewski et al.   eLife

VigiBase, the WHO Global ICSR Database System: Basic Facts

(2017) Marie Lindquist   DRUG INFORMATION JOURNAL

An ensemble method for extracting adverse drug events from social media

(2016) Jing Liu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A Primer on Neural Network Models for Natural Language Processing

(2016) Yoav Goldberg   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts

(2016) Ioannis Korkontzelos et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Prediction models need appropriate internal, internal–external, and external validation

(2016) Ewout W. Steyerberg et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Indication bias or protopathic bias?

(2015) Jean-Luc Faillie   BRITISH JOURNAL OF CLINICAL PHARMACOLOGY

Pharmacovigilance through the development of text mining and natural language processing techniques

(2015) Isabel Segura-Bedmar et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Crowdsourcing Twitter annotations to identify first-hand experiences of prescription drug use

(2015) Nestor Alvaro et al.   JOURNAL OF BIOMEDICAL INFORMATICS

On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions

(2015) Maite Oronoz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

The REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) Statement

(2015) Eric I. Benchimol et al.   PLOS MEDICINE

The Danish National Patient Registry: a review of content, data quality, and research potential

(2015) Morten Schmidt et al.   Clinical Epidemiology

Towards better clinical prediction models: seven steps for development and an ABCD for validation

(2014) E. W. Steyerberg et al.   EUROPEAN HEART JOURNAL

Data-Driven Prediction of Drug Effects and Interactions

(2012) N. P. Tatonetti et al.   Science Translational Medicine

Emergency Hospitalizations for Adverse Drug Events in Older Americans

(2011) Daniel S. Budnitz et al.   NEW ENGLAND JOURNAL OF MEDICINE

Data mining on electronic health record databases for signal detection in pharmacovigilance: which events to monitor?

(2009) Gianluca Trifirò et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

A statistical methodology for drug–drug interaction surveillance

(2008) G. Niklas Norén et al.   STATISTICS IN MEDICINE