Predicting serious rare adverse reactions of novel chemicals

Post-marketing withdrawal of 462 medicinal products because of adverse drug reactions: a systematic review of the world literature

(2016) Igho J. Onakpoya et al.   BMC Medicine

Improved genome-scale multi-target virtual screening via a novel collaborative filtering approach to cold-start problem

(2016) Hansaim Lim et al.   Scientific Reports

Predicting drug side effects by multi-label learning and ensemble learning

(2015) Wen Zhang et al.   BMC BIOINFORMATICS

Epidemiology of Adverse Drug Reactions in Europe: A Review of Recent Observational Studies

(2015) Jacoline C. Bouvy et al.   DRUG SAFETY

Integrative relational machine-learning for understanding drug side-effect profiles

(2013) Emmanuel Bresso et al.   BMC BIOINFORMATICS

Relating drug-protein interaction network with drug side effects

(2012) S. Mizutani et al.   BIOINFORMATICS

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs

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

Predicting adverse drug reaction profiles by integrating protein interaction networks with drug structures

(2012) Liang-Chin Huang et al.   PROTEOMICS

Data-Driven Prediction of Drug Effects and Interactions

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

Predicting drug side-effect profiles: a chemical fragment-based approach

(2011) Edouard Pauwels et al.   BMC BIOINFORMATICS

FDA-approved drug labeling for the study of drug-induced liver injury

(2011) Minjun Chen et al.   DRUG DISCOVERY TODAY

PubChem as a public resource for drug discovery

(2010) Qingliang Li et al.   DRUG DISCOVERY TODAY

A side effect resource to capture phenotypic effects of drugs

(2010) Michael Kuhn et al.   Molecular Systems Biology

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

(2009) D. M. Witten et al.   BIOSTATISTICS

Incidence of fatal adverse drug reactions: a population based study

(2008) Karin Wester et al.   BRITISH JOURNAL OF CLINICAL PHARMACOLOGY