🚀 We're looking for ML Engineers and Medical Reviewers! Join the OpenPHR Mission →
Back to Marketplace
Dataset

Open Targets

Genomics / Multi-omics General Apache 2.0 Open Access
N/A GitHub Stars
N/A Open Issues
N/A Docker Support
N/A Last Updated

Technical Summary

Open Targets is a comprehensive, open-source platform that integrates human genetics and genomics data for systematic drug target identification and prioritization.

Key Capabilities

  • Target-Disease Associations: Aggregates evidence from over 20 diverse data sources (including GWAS, text mining, and transcriptomics) to score and rank target-disease relationships.
  • Tractability Assessments: Evaluates whether a target is chemically tractable or targetable by an antibody, streamlining the pipeline from discovery to clinical trials.
  • Robust Infrastructure: Entirely open-source, allowing researchers to run the platform locally or integrate the underlying Parquet datasets directly into their custom machine learning pipelines.

Model Card Details

Architecture

N/A

Intended Use Cases

Drug target identification and prioritization, integrating genetics, omics, and chemical data to find safe and effective therapeutic targets.