Further materials

Standards

ISO 23494-1:2026. Biotechnology — Provenance information model for biological material and data — Part 1: Design concepts and general requirements. https://www.iso.org/standard/89266.html
ISO 23494-2:2026. Biotechnology — Provenance information model for biological material and data — Part 2: Common provenance model. https://www.iso.org/standard/87714.html
ISO/FDIS 23494-3 (under development). Biotechnology — Provenance information model for biological material and data — Part 3: Provenance of biological material. https://www.iso.org/standard/89236.html

Wittner R., Gallo M., Frexia F. et al. Traceability of samples and data in multi-organizational environments with the Common Provenance Framework (preprint, v3). Zenodo (2026). https://doi.org/10.5281/zenodo.19889324
Wittner R., Holub P., Mascia C., Frexia F., Müller H., Plass M. et al. Toward a common standard for data and specimen provenance in life sciences. Learning Health Systems 8(1), e10365 (2024). https://doi.org/10.1002/lrh2.10365
Plass M., Wittner R., Holub P., Frexia F., Mascia C., Gallo M., Müller H., Geiger J. Provenance of specimen and data – A prerequisite for AI development in computational pathology. New Biotechnology 78, 22–28 (2023). https://doi.org/10.1016/j.nbt.2023.09.006

Proietti Mercuri C., Declerck J., Lefèvre G., Casier M. DQU Guidelines - Operationalisation of QUANTUM label data quality and utility framework (version 1.0.0). QUANTUM project deliverable. Zenodo (2026). https://doi.org/10.5281/zenodo.20340449
Wittner R., Kacová R., Cruoglio A., Hassan Z., Pallocca M., Lavitrano M. Provenance model for data generation. EvolveBBMRI deliverable D1.2 (2025).
Wittner R., Geiger J., Müller H., Frexia F., Mascia C., Exter K., Cancio I., Holub P. EOSC-Life Common provenance model for processing biological material, data generation and computational workflows. EOSC-Life deliverable D6.6. Zenodo (2023). https://doi.org/10.5281/zenodo.8279525

[Further materials: talks, tutorials, examples.]