TELLME will develop an AI service that generates clear, unbiased explanations of complex systems biology and multi-omics models. These models capture rich biological information but are difficult to interpret holistically. Using large language models, TELLME will translate pathway graphs, knowledge networks and multi-omics maps into clear narratives enriched with literature. This will reduce time-consuming manual interpretation and improve the accessibility, FAIRness and clarity of complex data. The tool will integrate with ELIXIR resources through open APIs, containerisation and AAI compatibility.
Predicted outcomes:
- AI-driven, citation-rich narrative explanations of systems biology and multi-omics models
- Containerised, open-source service registered in bio.tools and compatible with Galaxy
- Integration with Europe PMC, Ensembl, Reactome, MetaboLights, OpenTargets
- TeSS-listed tutorials, training materials and community adoption activities
- Ethical guidelines and provenance tracking for trustworthy AI
Duration:
2026 to 2027
