ReviewHistochemistry and cell biology2023
Building a FAIR image data ecosystem for microscopy communities.
Review in Histochemistry and cell biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed.
- Quantifying the spatiotemporal mechanical dynamics of engineered cardiac microbundles.PLoS computational biology · 2026Article
- Bridging annotated microscopy imaging data and analysis method development for scientific discovery.Patterns (New York, N.Y.) · 2026Review
- Review
- Artificial Neural Networks for Bioimage Analysis.Methods in molecular biology (Clifton, N.J.) · 2026Article
- Acquisition, quality control, and architecture of a large image dataset as a tool for in silico cell biological research.Materials today. Bio · 2025Article
- Article
- Enabling global image data sharing in the life sciences.Nature methods · 2025Review
- Data stewardship and curation practices in AI-based genomics and automated microscopy image analysis for high-throughput screening studies: promoting robust and ethical AI applications.Human genomics · 2025Review
- Setting up an institutional OMERO environment for bioimage data: Perspectives from both facility staff and users.Journal of microscopy · 2025Article
- The crucial role of bioimage analysts in scientific research and publication.Journal of cell science · 2024Article
- Making the most of bioimaging data through interdisciplinary interactions.Journal of cell science · 2024Review
- Creating and troubleshooting microscopy analysis workflows: Common challenges and common solutions.Journal of microscopy · 2024Article
- More than double the fun with two-photon excitation microscopy.Communications biology · 2024Review
- Creating and troubleshooting microscopy analysis workflows: common challenges and common solutions.ArXiv · 2024Article
- Defining the boundaries: challenges and advances in identifying cells in microscopy images.Current opinion in biotechnology · 2024Review
- "Be sustainable": EOSC-Life recommendations for implementation of FAIR principles in life science data handling.The EMBO journal · 2023Article
- Editorial: Histochemistry and Cell Biology implements new submission guidelines for image presentation and image analysis.Histochemistry and cell biology · 2023Article
- In focus: data management and data analysis in microscopy.Histochemistry and cell biology · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Bioimaging has now entered the era of big data with faster-than-ever development of complex microscopy technologies leading to increasingly complex datasets. This enormous increase in data size and informational complexity within those datasets has brought with it several difficulties in terms of common and harmonized data handling, analysis, and management practices, which are currently hampering the full potential of image data being realized. Here, we outline a wide range of efforts and solutions currently being developed by the microscopy community to address these challenges on the path towards FAIR bioimaging data. We also highlight how different actors in the microscopy ecosystem are working together, creating synergies that develop new approaches, and how research infrastructures, such as Euro-BioImaging, are fostering these interactions to shape the field.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.