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Further Resources

Where to go after the session.

Core resources

Tutorial Slides

The full P06 slide deck, in Google Slides. Open access.

DOME

The recommendations, the full guidelines, news and the community behind them.

DOME Registry

Deposit, search and cite DOME transparency reports. LS Login sign-in.

OSAI

Open and Sustainable AI — the nine recommendations and the implementation pathways.

AI Ecosystem

300+ curated AI-relevant components, mapped to the OSAI recommendations.

DOME Copilot

LLM-assisted DOME annotation. Login details are on the Session Assets page.

DOME Wizard

The DOME questionnaire on ELIXIR’s Data Stewardship Wizard.

DOME Agent Skill

The agentic route — install into Claude Code, or point any agent at SKILL.md.

dome-schema

The versioned, citable data model behind Registry entries.

The communities

MAQC Society

The society behind MAQC 2026 — “Reproducibility is science. Science demands reproducibility.” · themaqc.org

  • MAQC ML Working Group — the society’s machine learning working group, and the natural home for follow-up on this session

ELIXIR

The European life-sciences research infrastructure · elixir-europe.org

BioComputingUP, University of Padua

The group maintaining the DOME Registry and dome-schema · protein.bio.unipd.it

  • Interpretation of DOME for proteomics and metabolomics — PMC8981311
  • Integrating ML standards in research dissemination — Edmunds SC, CODATA Data Science Journal (2026), 10.5334/dsj-2026-001
  • DOME Registry research software story — RSQKit / EVERSE
  • Adjacent standards — TRIPOD+AI, REFORMS, Bridge2AI, FAIR4ML, Croissant

Citing and reusing this tutorial

This site is licensed CC BY-SA 4.0 — reuse and adapt it freely for your own training, keeping the same licence.

Farrell, G. (2026). Publishing Reusable AI/ML Models in the Life Sciences (MAQC 2026 Technical Tutorial P06). Zenodo. https://doi.org/10.5281/zenodo.22900624

Please also cite the underlying works in References.

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