3 papers
cs.LG2019
Drug-drug interaction prediction based on co-medication patterns and graph matching
Wen-Hao Chiang, Li Shen, Lang Li +1
Background: The problem of predicting whether a drug combination of arbitrary orders is likely to induce adverse drug reactions is considered in this manuscript. Methods: Novel ker…
cs.SI2015
Monitoring Potential Drug Interactions and Reactions via Network Analysis of Instagram User Timelines
Rion Brattig Correia, Lang Li, Luis M. Rocha
Much recent research aims to identify evidence for Drug-Drug Interactions (DDI) and Adverse Drug reactions (ADR) from the biomedical scientific literature. In addition to this "Bib…
stat.ML2012
Evaluation of linear classifiers on articles containing pharmacokinetic evidence of drug-drug interactions
Artemy Kolchinsky, Anália Lourenço, Lang Li +1
Background. Drug-drug interaction (DDI) is a major cause of morbidity and mortality. [...] Biomedical literature mining can aid DDI research by extracting relevant DDI signals from…