Improved Statistical Signal Detection in Pharmacovigilance by Combining Multiple Strength-of-Evidence Aspects in vigiRank

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Logistic Regression in Signal Detection: Another Piece Added to the Puzzle

(2013) O Caster et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Performance of Pharmacovigilance Signal-Detection Algorithms for the FDA Adverse Event Reporting System

(2013) R Harpaz et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

The Development and Evaluation of Triage Algorithms for Early Discovery of Adverse Drug Interactions

(2013) Johanna Strandell et al.   DRUG SAFETY

vigiGrade: A Tool to Identify Well-Documented Individual Case Reports and Highlight Systematic Data Quality Issues

(2013) Tomas Bergvall et al.   DRUG SAFETY

Using time-to-onset for detecting safety signals in spontaneous reports of adverse events following immunization: a proof of concept study

(2012) Lionel Van Holle et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Electronic healthcare databases for active drug safety surveillance: is there enough leverage?

(2012) Preciosa M. Coloma et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Data-Driven Prediction of Drug Effects and Interactions

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

Are all quantitative postmarketing signal detection methods equal? Performance characteristics of logistic regression and Multi-item Gamma Poisson Shrinker

(2011) Conny Berlin et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Shrinkage observed-to-expected ratios for robust and transparent large-scale pattern discovery

(2011) G Niklas Norén et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Validation of Statistical Signal Detection Procedures in EudraVigilance Post-Authorization Data

(2010) Yolanda Alvarez et al.   DRUG SAFETY

A Model for Decision Support in Signal Triage

(2008) Bennett Levitan et al.   DRUG SAFETY