DDI statistics

Citations per year

Tool usage distribution map

This map represents all the scientific publications referring to DDI per scientific context

Associated diseases

Popular tool citations

Drug-drug interaction prediction

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DDI specifications

Desktop

Information

Unique identifier	OMICS_05550
Name	DDI
Alternative name	Drug-Drug Interactions
Software type	Package/Module
Interface	Command line interface
Restrictions to use	Academic or non-commercial use
Input data	Sentences
Output data	DDI
Operating system	Unix/Linux, Mac OS, Windows
Programming languages	Java
Computer skills	Advanced
Stability	Stable
Requirements	JDK
Maintained	Yes

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Publication for Drug-Drug Interactions

A novel feature-based approach to extract drug-drug interactions from biomedical text.

2014 Bioinformatics

PMID: 25143286

DDI citations

(4)

Predicting and understanding comprehensive drug drug interactions via semi nonnegative matrix factorization

2018

BMC Syst Biol

PMCID: 5907306

PMID: 29671393

DOI: 10.1186/s12918-018-0532-7

[…] -prescription. Moreover, the important structural relationship hidden among DDIs still remains unknown.To address the abovementioned issues, we have designed a novel approach DDINMF for comprehensive DDI prediction in different scenarios. Treating the set of DDI as a network, it provides a unified framework for predicting conventional binary DDIs as well as comprehensive DDIs. Experiments on the d […]

Information needs for making clinical recommendations about potential drug drug interactions: a synthesis of literature review and interviews

2017

BMC Med Inform Decis Mak

PMCID: 5322613

PMID: 28228132

DOI: 10.1186/s12911-017-0419-3

[…] of workflows, rather than demonstration of work in context, interview contents and analysis may suffer from problems of recall and de-contextualization. Additional interviews involving observation of DDI evidence review in situ might provide additional insights [, ]. Although our analytic processes, including coding by multiple reviewers and consensus revisions to codebooks, should increase the ge […]

Using Nonexperts for Annotating Pharmacokinetic Drug Drug Interaction Mentions in Product Labeling: A Feasibility Study

2016

PMCID: 4844909

PMID: 27066806

DOI: 10.2196/resprot.5028

[…] eminating drug information. However, the structure in these documents is only in the form of high-level sections such as Description, Indications and Usage, Contraindications, and Warnings. Specific PDDI details are given in plain text, tables, and figures within the Drug Interactions section or other locations throughout the label. Although future efforts may lead to more structured and therefore […]

Drug Drug Interaction Extraction via Convolutional Neural Networks

2016

PMCID: 4752975

PMID: 26941831

DOI: 10.1155/2016/6918381

[…] The CNN-based DDI extraction system is developed and evaluated on the DDI corpus of the 2013 DDIExtraction challenge [], which is composed of 730 DrugBank documents and 175 MEDLINE abstracts about DDIs. The corpus […]

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