Improved Detection Criteria for Detecting Drug-Drug Interaction Signals Using the Proportional Reporting Ratio

A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms

(2020) André M. Carrington et al.   BMC Medical Informatics and Decision Making

Disproportionality Analysis for Pharmacovigilance Signal Detection in Small Databases or Subsets: Recommendations for Limiting False-Positive Associations

(2020) Ola Caster et al.   DRUG SAFETY

Comparison of Signal Detection Algorithms Based on Frequency Statistical Model for Drug-Drug Interaction Using Spontaneous Reporting Systems

(2020) Yoshihiro Noguchi et al.   PHARMACEUTICAL RESEARCH

Subset Analysis for Screening Drug–Drug Interaction Signal Using Pharmacovigilance Database

(2020) Yoshihiro Noguchi et al.   Pharmaceutics

Review of Statistical Methodologies for Detecting Drug–Drug Interactions Using Spontaneous Reporting Systems

(2019) Yoshihiro Noguchi et al.   Frontiers in Pharmacology

A New Search Method Using Association Rule Mining for Drug-Drug Interaction Based on Spontaneous Report System

(2018) Yoshihiro Noguchi et al.   Frontiers in Pharmacology

Utilization of chi-square statistics for screening adverse drug-drug interactions in spontaneous reporting systems

(2017) Masahiko Gosho et al.   EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY

Comedications alter drug-induced liver injury reporting frequency: Data mining in the WHO VigiBase™

(2015) Ayako Suzuki et al.   REGULATORY TOXICOLOGY AND PHARMACOLOGY

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Mining clinical text for signals of adverse drug-drug interactions

(2013) Srinivasan V Iyer et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Quantitative signal detection using spontaneous ADR reporting

(2009) A. Bate et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

A statistical methodology for drug–drug interaction surveillance

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