is an Aggregator.
OpenPredict is an NCATS Translator Knowledge Provider that provides machine learning-based predictions for drug-target interactions and drug-disease associations to support drug repurposing. OpenPredict integrates multiple biomedical knowledge graphs and applies various machine learning algorithms to predict potential therapeutic uses for existing drugs. The service offers predictions with confidence scores and provides evidence trails linking drugs to diseases through intermediate biological entities like targets and pathways.
drug discovery, pharmacology, precision medicine, translational, biomedical
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infores:openpredict
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| ID | Name | URL | Category | Format | Description |
|---|---|---|---|---|---|
| openpredict.api | OpenPredict API | openpredict.semanticscience.org | ProgrammingInterface | http | TRAPI-compliant API for drug repurpos... |
| openpredict.ui | OpenPredict Web Interface | openpredict.semanticscience.org | GraphicalInterface | http | Web interface for exploring drug repu... |
| openpredict.predictions ⚠ | OpenPredict Prediction Data | openpredict.semanticscience.org | Product | mixed | Pre-computed drug-disease predictions |
OpenPredict is an NCATS Translator Knowledge Provider that provides machine learning-based predictions for drug-target interactions and drug-disease associations to support drug repurposing.
Developed at the Institute for Data Science at Maastricht University, OpenPredict integrates multiple biomedical knowledge graphs and applies various machine learning algorithms to identify potential new therapeutic uses for existing drugs.
OpenPredict employs multiple algorithms including:
TRAPI-compliant RESTful API providing programmatic access to drug repurposing predictions and drug-target interaction predictions.
Interactive web portal for exploring predictions, visualizing evidence trails, and accessing detailed information about drugs and diseases.
Pre-computed prediction datasets covering drug-disease and drug-target associations with confidence scores.
This resource has the Information Resource identifier: infores:openpredict
Source code and documentation: https://github.com/MaastrichtU-IDS/translator-openpredict
Created: November 05, 2025 | Last modified: November 05, 2025