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Gathers detailed drug, drug-target, drug action and drug interaction information about drugs. DrugBank is a web resource that contains information about FDA-approved drugs as well as experimental drugs going through the FDA approval process. The database also includes pharmaco-omic data covering the influence of drugs on metabolite levels, gene expression levels and protein expression levels, as well as data on investigational drug clinical trials and drug repurposing trials, and thousands of up-to-date drug images of approved drugs.
NetwoRx / Connecting Drugs to Networks and Phenotypes in Saccharomyces Cerevisiae
Compiles information about yeast chemogenomic screening data. NetwoRx integrates three larges chemogenomic experiments, covering nearly 6000 yeast genes and about 460 drugs. Moreover, the database includes pathways and phenotypes targeted by drugs, computes drug–drug similarity metrics for mode of action analysis and build drug–phenotype networks extracted from fours genes sets collections. Users can also query new gene lists against the entire collection of drug profiles to retrieve the drugs that target them.
DDI Corpus
A semantically annotated corpus of biomedical texts selected from the DrugBank database and Medline abstracts. The DDI corpus is intended for training Information Extraction systems which are used to identify and classify pharmacological substances as well as extract drug-drug interactions from biomedical literature. This corpus can encourage the NLP community to research the development of automatic tools to support to healthcare professionals in the early detection of DDIs.
Provides access to a dataset merging multiple public sources of potential drug-drug interactions (PDDI). Merged-PDDI is a portal containing a merged dataset consisting in the synthesis of 14 different sources including 5 sources obtained from clinically-oriented information sources, 4 sources from Natural Language Processing (NLP) Corpora, and 5 sources from Bioinformatics/Pharmacovigilance information sources. The database allows the pharmacovigilance text mining community to compare the representativeness of NLP corpora for PDDI text extraction tasks.

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