Text and Data Mining Techniques in Adverse Drug Reaction Detection

Advancing the Science for Active Surveillance: Rationale and Design for the Observational Medical Outcomes Partnership

(2013) Paul E. Stang et al.   ANNALS OF INTERNAL MEDICINE

Pharmacovigilance Using Clinical Notes

(2013) P LePendu et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Postmarketing Safety Surveillance

(2013) Preciosa M. Coloma et al.   DRUG SAFETY

WHO Strategy for Collecting Safety Data in Public Health Programmes: Complementing Spontaneous Reporting Systems

(2013) Shanthi N. Pal et al.   DRUG SAFETY

Data Mining of the Public Version of the FDA Adverse Event Reporting System

(2013) Toshiyuki Sakaeda et al.   International Journal of Medical Sciences

Using aggregated, de-identified electronic health record data for multivariate pharmacosurveillance: A case study of azathioprine

(2013) Vishal N. Patel et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Web-scale pharmacovigilance: listening to signals from the crowd

(2013) Ryen W White et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Online discussion of drug side effects and discontinuation among breast cancer survivors

(2013) Jun J. Mao et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Comparison of algorithms that detect drug side effects using electronic healthcare databases

(2013) Jenna Marie Reps et al.   SOFT COMPUTING

One Hundred Years of Drug Regulation: Where Do We Go from Here?

(2012) Raymond L. Woosley   Annual Review of Pharmacology and Toxicology

Digging for drug facts

(2012) Neil Savage   COMMUNICATIONS OF THE ACM

A Method for Mining Infrequent Causal Associations and Its Application in Finding Adverse Drug Reaction Signal Pairs

(2012) Yanqing Ji et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Development of a benchmark corpus to support the automatic extraction of drug-related adverse effects from medical case reports

(2012) Harsha Gurulingappa et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Design and validation of an automated method to detect known adverse drug reactions in MEDLINE: a contribution from the EU–ADR project

(2012) Paul Avillach et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

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

(2012) Rave Harpaz et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Comparative analysis of pharmacovigilance methods in the detection of adverse drug reactions using electronic medical records

(2012) M. Liu et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Design considerations, architecture, and use of the Mini-Sentinel distributed data system

(2012) Lesley H. Curtis et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Signal Detection and Monitoring Based on Longitudinal Healthcare Data

(2012) Marc Suling et al.   Pharmaceutics

A Potential Causal Association Mining Algorithm for Screening Adverse Drug Reactions in Postmarketing Surveillance

(2011) Yanqing Ji et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication

(2011) Peter Christen   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Identifying potential adverse effects using the web: A new approach to medical hypothesis generation

(2011) Adrian Benton et al.   JOURNAL OF BIOMEDICAL INFORMATICS

An Algorithmic Framework for Predicting Side Effects of Drugs

(2011) Nir Atias et al.   JOURNAL OF COMPUTATIONAL BIOLOGY

Comparison of computerized surveillance and manual chart review for adverse events

(2011) Aldo Tinoco et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

The Vaccine Safety Datalink: A Model for Monitoring Immunization Safety

(2011) J. Baggs et al.   PEDIATRICS

A novel algorithm for detection of adverse drug reaction signals using a hospital electronic medical record database

(2011) Man Young Park et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Dissemination of health information through social networks: Twitter and antibiotics

(2010) Daniel Scanfeld et al.   AMERICAN JOURNAL OF INFECTION CONTROL

Pharmacovigilance Activities in 55 Low- and Middle-Income Countries

(2010) Sten Olsson et al.   DRUG SAFETY

Signaling Potential Adverse Drug Reactions from Administrative Health Databases

(2010) Huidong Jin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Linked Data - The Story So Far

(2010) Christian Bizer et al.   International Journal on Semantic Web and Information Systems

MedEx: a medication information extraction system for clinical narratives

(2010) H. Xu et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A side effect resource to capture phenotypic effects of drugs

(2010) Michael Kuhn et al.   Molecular Systems Biology

Combining electronic healthcare databases in Europe to allow for large-scale drug safety monitoring: the EU-ADR Project

(2010) Preciosa M. Coloma et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

A Pharmacovigilance Program From Laboratory Signals for the Detection and Reporting of Serious Adverse Drug Reactions in Hospitalized Patients

(2009) E Ramirez et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Temporal pattern discovery in longitudinal electronic patient records

(2009) G. Niklas Norén et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Take Two Aspirin And Tweet Me In The Morning: How Twitter, Facebook, And Other Social Media Are Reshaping Health Care

(2009) Carleen Hawn   HEALTH AFFAIRS

Postlicensure Safety Surveillance for Quadrivalent Human Papillomavirus Recombinant Vaccine

(2009) Barbara A. Slade   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Active Computerized Pharmacovigilance Using Natural Language Processing, Statistics, and Electronic Health Records: A Feasibility Study

(2009) X. Wang et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Evaluation of a computer-based adverse-drug-event monitor

(2008) S.-H. Hwang et al.   AMERICAN JOURNAL OF HEALTH-SYSTEM PHARMACY

Normalizing biomedical terms by minimizing ambiguity and variability

(2008) Yoshimasa Tsuruoka et al.   BMC BIOINFORMATICS

Mining Unexpected Temporal Associations: Applications in Detecting Adverse Drug Reactions

(2008) Huidong Jin et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Electronic Health Records and Electronic Prescribing: Promise and Pitfalls

(2008) Caitlin M. Cusack   OBSTETRICS AND GYNECOLOGY CLINICS OF NORTH AMERICA

Automated Acquisition of Disease-Drug Knowledge from Biomedical and Clinical Documents: An Initial Study

(2007) E. S. Chen et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION