Similarity-based modeling in large-scale prediction of drug-drug interactions

State of the Art and Development of a Drug-Drug Interaction Large Scale Predictor Based on 3D Pharmacophoric Similarity

(2014) Santiago Vilar et al.   CURRENT DRUG METABOLISM

Detection of Drug-Drug Interactions by Modeling Interaction Profile Fingerprints

(2013) Santiago Vilar et al.   PLoS One

Informatics confronts drug–drug interactions

(2013) Bethany Percha et al.   TRENDS IN PHARMACOLOGICAL SCIENCES

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

Drug—drug interaction through molecular structure similarity analysis

(2012) Santiago Vilar et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

INDI: a computational framework for inferring drug interactions and their associated recommendations

(2012) Assaf Gottlieb et al.   Molecular Systems Biology

Enhancing Adverse Drug Event Detection in Electronic Health Records Using Molecular Structure Similarity: Application to Pancreatitis

(2012) Santiago Vilar et al.   PLoS One

Data-Driven Prediction of Drug Effects and Interactions

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

Facilitating adverse drug event detection in pharmacovigilance databases using molecular structure similarity: application to rhabdomyolysis

(2011) Santiago Vilar et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A novel signal detection algorithm for identifying hidden drug-drug interactions in adverse event reports

(2011) Nicholas P Tatonetti et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Discovering drug-drug interactions: a text-mining and reasoning approach based on properties of drug metabolism

(2010) L. Tari et al.   BIOINFORMATICS

Comparison of Critical Drug–Drug Interaction Listings: The Department of Veterans Affairs Medical System and Standard Reference Compendia

(2009) E L Olvey et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

In Vitro Evaluation of Reversible and Irreversible Cytochrome P450 Inhibition: Current Status on Methodologies and their Utility for Predicting Drug–Drug Interactions

(2008) Stephen Fowler et al.   AAPS Journal

High Confidence Predictions of Drug−Drug Interactions: Predicting Affinities for Cytochrome P450 2C9 with Multiple Computational Methods

(2008) Matthew G. Hudelson et al.   JOURNAL OF MEDICINAL CHEMISTRY

Drug Target Identification Using Side-Effect Similarity

(2008) M. Campillos et al.   SCIENCE