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Workflow for High-content, Individual Cell Quantification of Fluorescent Markers from Universal Microscope Data, Supported by Open Source Software

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WorkflowHub: a registry for computational workflows.

Ove Johan Ragnar Gustafsson¹, Sean R Wilkinson², Finn Bacall³

¹Australian BioCommons, University of Melbourne, Melbourne, Victoria, Australia.

Scientific Data

|May 21, 2025

Summary

This summary is machine-generated.

Computational workflows enhance data processing and reproducibility. WorkflowHub centralizes these workflows, making them findable, accessible, interoperable, and reusable (FAIR) for researchers globally.

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Area of Science:

Computational biology
Bioinformatics
Scientific computing

Background:

Computational workflows are increasingly vital for scalable, reproducible data analysis.
Sharing workflows facilitates knowledge transfer, reduces redundant effort, and promotes best practices.
Current workflow discoverability is hindered by diverse engines and lack of integration into research practices.

Purpose of the Study:

To introduce WorkflowHub as a unified registry for computational workflows.
To enhance the findability, accessibility, interoperability, and reusability (FAIR) of workflows.
To promote workflows as citable scholarly artifacts and support their lifecycle.

Main Methods:

WorkflowHub acts as a central registry, linking to community repositories.
It supports the entire workflow lifecycle, from creation to execution and sharing.
Interoperability with diverse platforms, services, and external registries is a key feature.

Main Results:

WorkflowHub provides a unified platform for discovering and accessing computational workflows.
It enhances the FAIRness of workflows by standardizing metadata and accessibility.
The registry supports credit assignment and promotes workflows as scholarly outputs.
Global reach with hundreds of research organizations and over 800 registered workflows.

Conclusions:

WorkflowHub addresses the challenge of scattered and difficult-to-find computational workflows.
It fosters a more collaborative and efficient research environment by promoting workflow sharing and reuse.
By enhancing FAIR principles, WorkflowHub advances scientific reproducibility and productivity.