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Publications that present research developed within the consortium, reflecting our joint scientific work and methodological advances.

2025

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

Zulueta-Coarasa, T., Jug, F., Mathur, A. et al. Nat Methods (2025).
DOI: https://doi.org/10.1038/s41592-025-02835-8

High-content screening (HCS) workflows for FAIR image data management with OMERO

Massei, R., Busch, W., Serrano-Solano, B. et al. Sci Rep 15, 16236 (2025).
DOI: https://doi.org/10.1038/s41598-025-00720-0

Towards transparency and knowledge exchange in AI-assisted data analysis code generation

Haase, R. Nat Comput Sci 5, 271–272 (2025).
DOI: https://doi.org/10.1038/s43588-025-00781-1

Progress on the interoperability between ARC (annotated research context) and the image data management system OMERO

ARC is an ISA-based metadata standard developed in the plant sciences community by the consortium DataPLANT. For image data, we work collaboratively on the interoperability between ARC and the well-established image data management system OME Remote Objects (OMERO). To this end, two hackathons took place in November, and December 2023, resulting in a first extended documentation on advancing OMERO and ARC interoperability. Find these interim results published on Zenodo: https://doi.org/10.5281/zenodo.10617006

Making the most of bioimaging data through interdisciplinary interactions

Uhlmann, V., Hartley, M., Moore, J., Weisbart, E., Zaritsky, A. (2024).
DOI: https://doi.org/10.1242/jcs.262139 

Setting up an institutional OMERO environment for bioimage data: Perspectives from both facility staff and users

Jannasch, A., Tulok, S., Okafornta, C.W., Kugel, T., Bortolomeazzi, M., Boissonnet, T., Schmidt, C., Vogelsang, A., Dittfeld, C., Tugtekin, S.-M., Matschke, K., Paliulis, L., Thomas, C., Lindemann, D., Fabig, G., & Müller-Reichert, T. (2024). Journal of Microscopy, 1–15.
DOI: https://doi.org/10.1111/jmi.13360

NFDI4BIOIMAGE - National Research Data Infrastructure for Microscopy and Bioimage Analysis

Moore, J., Kunis, S., Grüning, B., Blank-Burian, M., Mallm, J.-P., Stöter, T., Zuschratter, W., Figge, M. T., Kreshuk, A., Tischer, C., Haase, R., Zobel, T., Bauer, P., Svensson, C.-M., Gerst, R., Hanne, J., Schmidt, C., Becker, M. M., Bocklitz, T., … Weidtkamp-Peters, S. (2024). Zenodo.
DOI: https://doi.org/10.5281/zenodo.13168693

Towards Preservation of Life Science Data with NFDI4BIOIMAGE

Haase, Robert (2024). Zenodo.
DOI: https://zenodo.org/doi/10.5281/zenodo.13506640

Photonic data analysis in 2050

Ryabchykov, Oleg; Guo, Shuxia; Bocklitz, Thomas (2024). Vibrational Spectroscopy.
DOI: https://doi.org/10.1016/j.vibspec.2024.103685

Who you gonna call? – Data Stewards to the rescue

Fuchs, Vanessa Aphaia Fiona; Wendt, Jens; Müller, Maximilian; Ahmadi, Mohsen; Massei, Riccardo; Wetzker, Cornelia (2024). Zenodo.
DOI: https://zenodo.org/doi/10.5281/zenodo.10730423

[ELMI 2024] AI's Dirty Little Secret: Without FAIR Data, It's Just Fancy Math

Moore, Josh; Kunis, Susanne (2024). Zenodo.
DOI: https://zenodo.org/doi/10.5281/zenodo.11235512

RDF as a bridge to domain-platforms like OMERO, or There and back again

Moore, Josh; Waagmeester, Andra; Hettne, Kristina; Wolstencroft, Katherine; Kunis, Susanne (2024). Zenodo.
DOI: https://zenodo.org/doi/10.5281/zenodo.10687658

[Community Meeting 2024] Supporting and financing RDM projects within GerBI

Weidtkamp-Peters, Stefanie; Moore, Josh; Schmidt, Christian; Nitschke, Roland; Kunis, Susanne; Zobel, Thomas (2024). Zenodo.
DOI: https://zenodo.org/doi/10.5281/zenodo.10889693

The role of Helmholtz Centers in NFDI4BIOIMAGE - A national consortium enhancing FAIR data management for microscopy and bioimage analysis

Massei, Riccardo; Schmidt, Christian; Bortolomeazzi, Michele; Thoennissen, Julia; Bumberger, Jan; Dickscheid, Timo; Mallm, Jan-Philipp; Ferrando-May, Elisa (2024). Zenodo.
DOI: https://zenodo.org/doi/10.5281/zenodo.11501661

SpatialData: an open and universal data framework for spatial omics

Marconato L, Palla G, Yamauchi KA, Virshup I, Heidari E, Treis T, Vierdag WM, Toth M, Stockhaus S, Shrestha RB, Rombaut B, Pollaris L, Lehner L, Vöhringer H, Kats I, Saeys Y, Saka SK, Huber W, Gerstung M, Moore J, Theis FJ, Stegle O. (2024). Nature Methods.
DOI: https://doi.org/10.1038/s41592-024-02212-x

From Paper to Pixels: Navigation through your Research Data - presentations of speakers

Zoccoler, Marcelo; Bekemeier, Simon; Boissonnet, Tom; Parker, Simon; Bertinetti, Luca; Gentzel, Marc; Massei, Riccardo; Wetzker, Cornelia (2024). Zenodo.
DOI: https://zenodo.org/doi/10.5281/zenodo.11548616

Harmonizing the Generation and Pre-publication Stewardship of FAIR Image Data

Nikki Bialy, Frank Alber, Brenda Andrews, Michael Angelo, Brian Beliveau, Lacramioara Bintu, Alistair Boettiger, Ulrike Boehm, Claire M. Brown, Mahmoud Bukar Maina, James J. Chambers, Beth Cimini, Kevin Eliceiri, Rachel Errington, Orestis Faklaris, Nathalie Gaudreault, Ronald N. Germain, Wojtek Goscinski, David Grunwald, Michael Halter, Dorit Hanein, John W. Hickey, Judith Lacoste, Alex Laude, Emma Lundberg, Jian Ma, Leonel Malacrida, Josh Moore, Glyn Nelson, Elizabeth Kathleen Neumann, Roland Nitschke, Shichi Onami, Jaime A. Pimentel, Anne L. Plant, Andrea J. Radtke, Bikash Sabata, Denis Schapiro, Johannes Schöneberg, Jeffrey M. Spraggins, Damir Sudar, Wouter-Michiel Adrien Maria Vierdag, Niels Volkmann, Carolina Wählby, Siyuan (Steven)Wang, Ziv Yaniv, Caterina Strambio-De-Castillia (2024). arXiv:2401.13022.
DOI: https://doi.org/10.48550/arXiv.2401.13022

The global RNA–RNA interactome of Klebsiella pneumoniae unveils a small RNA regulator of cell division

Ruhland E, M. Siemers, R. Gerst, F. Späth, L.N. Vogt, M.T. Figge, K. Papenfort, & K.S. Fröhlich (2024). Proc. Natl. Acad. Sci. U.S.A. 121 (9) e2317322121.
DOI: https://doi.org/10.1073/pnas.2317322121

Metadata Annotation Workflow for OMERO with Tabbles

Wendt Jens. (2023, September 4). Zenodo.
DOI: https://doi.org/10.5281/zenodo.8314968

Thinking data management on different scales

Kunis, Susanne. (2023, August 31). PoL BioImage Analysis Symposium Dresden 2023, Zenodo.
DOI: https://doi.org/10.5281/zenodo.8329306

Zarr: A Cloud-Optimized Storage for Interactive Access of Large Arrays, Vol. 1

Moore, Josh, Kunis, Susanne (2023). 1st Conference on Research Data Infrastructure (CoRDI) – Connecting Communities.
DOI: https://doi.org/10.52825/cordi.v1i.285

Zarr: A Cloud-Optimized Storage for Interactive Access of Large Arrays

Moore, Joshua Allen. (2023). [CORDI 2023] 1st Conference on Research Data Infrastructure (CoRDI), Karlsruhe, Germany. Zenodo.
DOI: https://doi.org/10.5281/zenodo.8340248

Conference talk: The Pelagic Imaging Consortium meets Helmholtz Imaging, 5.10.2023, Hamburg

Massei, Riccardo. (2023, October 6). Zenodo.
DOI: https://doi.org/10.5281/zenodo.8414319

Combining the BIDS and ARC Directory Structures for Multimodal Research Data Organization

Stöter, Torsten, Gottschall, Tobias, Schrader, Andrea, Zentis, Peter, Valencia-Schneider, Monica, Kandpal, Niraj, Zuschratter, Werner, Schauss, Astrid, Dickscheid, Timo, Mühlhaus, Timo, & von Suchodoletz, Dirk. (2023). 1st Conference on Research Data Infrastructure (CoRDI 2023), Karlsruhe, Germany. Zenodo.
DOI: https://doi.org/10.5281/zenodo.8349563

[SWAT4HCLS 2023] NFDI4BIOIMAGE: Perspective for a national bioimage standard (Version v4)

Moore, J. A., & Kunis, S. (2023). Zenodo.
DOI: https://doi.org/10.5281/zenodo.7928333

Research data management for bioimaging: the 2021 NFDI4BIOIMAGE community survey

Schmidt C, Hanne J, Moore J et al. [version 2; peer review: 2 approved]. F1000Research 2022, 11:638
DOI: https://doi.org/10.12688/f1000research.121714.2

NFDI4BIOIMAGE - An Initiative for a National Research Data Infrastructure for Microscopy Data

Schmidt, C. and E. Ferrando-May, in E-Science Tage – Share your Research Data. 2021: Heidelberg.
DOI: 10.11588/heidok.00029489

NFDI4BIOIMAGE – An Initiative for a National Research Data Infrastructure for Microscopy Data

Schmidt, Christian und Ferrando-May, Elisa; in Heuveline, Vincent und Bisheh, Nina (Hrsg.): E-Science-Tage 2021: Share Your Research Data, Heidelberg: heiBOOKS, 2022, S. 339–343.
DOI: https://doi.org/10.11588/heibooks.979.c13747

Publications by external researchers that were enabled or strengthened through the consortium’s support, for example via collaborations initiated through the Help Desk.

Anett Jannasch, Cindy Welzel, Jessica Pablik, Elizabeth von Hauff, Roberta Galli, Jan Rix, Antje Schauer, Claudia Dittfeld, Sems-Malte Tugtekin (2024). https://doi.org/10.1063/5.0182672
(OMERO instance of Dresden Technical University)

Julia Nöth, Stefan Scholz, Wibke Busch, Tamara Tal, Chih Lai, Akhil Ambekar, Riccardo Massei (2023). BioStudies, S-BIAD954. https://www.ebi.ac.uk/biostudies/BioImages/studies/S-BIAD954 (BioImage Archive)

Metadata Annotation Workflow for OMERO with Tabbles

Alina Üffing, Lisa Gold, Thomas Gensch, Oliver H. Weiergräber, Silke Hoffmann, Dieter Willbold (2023). BioStudies, S-BIAD952. https://www.ebi.ac.uk/biostudies/bioimages/studies/S-BIAD952
(BioImage Archive)