Table 3.
Project output example | Recommendations | Possible venues |
---|---|---|
Raw image data e.g., www.ebi.ac.uk/pdbe/emdb/empiar/entry/10094 | Large, complex data sets should be deposited in a public image archive to enable access. |
Electron microscopy public image archive (EMPIAR; www.ebi.ac.uk/pdbe/emdb/empiar) Image Data Resource (IDR, idr.openmicroscopy.org) BioImage Archive (www.ebi.ac.uk/bioimage-archive) BioStudies database (www.ebi.ac.uk/biostudies) Cell centered database (library.ucsd.edu/dc/collection/bb5940732k) Nanotomy (www.nanotomy.org) OpenOrganelle (openorganelle.janelia.org) WormAtlas (www.wormatlas.org/index.html) |
Raw contributor data e.g., www.ebi.ac.uk/biostudies/files/S-BSST448/classifications.tar.gz e.g., www.ebi.ac.uk/biostudies/files/S-BSST448/Expert | Sensitive fields should be removed from the classification export prior to sharing. Sharing contributions as a spreadsheet rather than binary masks will reduce the digital footprint. A disclaimer should be provided if the data may contain offensive classifications. Relevant data contributed by experts should also be shared. |
GitHub (www.github.com) Biostudies (www.ebi.ac.uk/biostudies) |
Aggregated contributor data e.g., www.ebi.ac.uk/biostudies/files/S-BSST448/Aggregations | The mode of data aggregation should be carefully communicated in conjunction with aggregated contributor data. Data may be shared within a spreadsheet via a binary mark. |
GitHub (www.github.com) Biostudies (www.ebi.ac.uk/biostudies) |
Aggregation code e.g. www.github.com/FrancisCrickInstitute/Etch-a-Cell-Nuclear-Envelope | Aggregation algorithms should be shared for re-use. | GitHub (www.github.com) |
Machine learning code and data e.g. www.github.com/FrancisCrickInstitute/Etch-a-Cell-Nuclear-Envelope e.g. www.ebi.ac.uk/biostudies/files/S-BSST448/Predictions | The accessibility of any shared code for the intended end-user should be considered. |
GitHub (www.github.com) BioImage Model Zoo (www.bioimage.io) ZeroCostDL4Mic (www.github.com/HenriquesLab/ZeroCostDL4Mic) Model Zoo (www.modelzoo.co) Jupyter notebooks |
Microscopy protocols | Version control should be carefully applied to ensure precise information is captured for each iteration of an experiment. | Protocols.io (www.protocols.io) |