MIFA: Metadata, Incentives, Formats and Accessibility guidelines to improve the reuse of AI datasets for bioimage analysis.

Zulueta-Coarasa T, Jug F, Mathur A, Moore J, Muñoz-Barrutia A, Anita L, Babalola K, Bankhead P, Gilloteaux P, Gogoberidze N, Jones ML, Kleywegt GJ, Korir P, Kreshuk A, Küpcü Yoldaş A, Marconato L, Narayan K, Norlin N, Oezdemir B, Riesterer JL, Russell C, Rzepka N, Sarkans U, Serrano-Solano B, Tischer C, Uhlmann V, Ulman V, Hartley M.

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DOI: 10.1038/s41592-025-02835-8
Published: 2025-09-15
Container: Nat Methods
Publisher: Not recorded
Open access: no

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BibTeX

@article{allodium:10.1038/s41592-025-02835-8,
  title = {MIFA: Metadata, Incentives, Formats and Accessibility guidelines to improve the reuse of AI datasets for bioimage analysis.},
  author = {Zulueta-Coarasa T and  Jug F and  Mathur A and  Moore J and  Muñoz-Barrutia A and  Anita L and  Babalola K and  Bankhead P and  Gilloteaux P and  Gogoberidze N and  Jones ML and  Kleywegt GJ and  Korir P and  Kreshuk A and  Küpcü Yoldaş A and  Marconato L and  Narayan K and  Norlin N and  Oezdemir B and  Riesterer JL and  Russell C and  Rzepka N and  Sarkans U and  Serrano-Solano B and  Tischer C and  Uhlmann V and  Ulman V and  Hartley M.},
  year = {2025},
  journal = {Nat Methods},
  doi = {10.1038/s41592-025-02835-8},
  url = {https://doi.org/10.1038/s41592-025-02835-8}
}

RIS

TY  - JOUR
TI  - MIFA: Metadata, Incentives, Formats and Accessibility guidelines to improve the reuse of AI datasets for bioimage analysis.
AU  - Zulueta-Coarasa T
AU  -  Jug F
AU  -  Mathur A
AU  -  Moore J
AU  -  Muñoz-Barrutia A
AU  -  Anita L
AU  -  Babalola K
AU  -  Bankhead P
AU  -  Gilloteaux P
AU  -  Gogoberidze N
AU  -  Jones ML
AU  -  Kleywegt GJ
AU  -  Korir P
AU  -  Kreshuk A
AU  -  Küpcü Yoldaş A
AU  -  Marconato L
AU  -  Narayan K
AU  -  Norlin N
AU  -  Oezdemir B
AU  -  Riesterer JL
AU  -  Russell C
AU  -  Rzepka N
AU  -  Sarkans U
AU  -  Serrano-Solano B
AU  -  Tischer C
AU  -  Uhlmann V
AU  -  Ulman V
AU  -  Hartley M.
PY  - 2025
JO  - Nat Methods
DO  - 10.1038/s41592-025-02835-8
UR  - https://doi.org/10.1038/s41592-025-02835-8
ER  -

APA

T, Z., F, J., A, M., J, M., A, M., L, A., K, B., P, B., P, G., N, G., ML, J., GJ, K., P, K., A, K., A, K. Y., L, M., K, N., N, N., B, O., JL, R., C, R., N, R., U, S., B, S., C, T., V, U., V, U., & M., H. (2025). MIFA: Metadata, Incentives, Formats and Accessibility guidelines to improve the reuse of AI datasets for bioimage analysis.. Nat Methods. https://doi.org/10.1038/s41592-025-02835-8

Source records

europe-pmc · retrieved 2026-09-25T13:15:10.157Z
hal · retrieved 2026-09-25T13:15:10.201Z