Providing open imaging data at scale: An EMBL-EBI perspective

Author:

Hartley Matthew,Iudin Andrii,Padwardhan Ardan,Sarkans Ugis,Yoldaş Aybüke Küpcü,Kleywegt Gerard J.

Abstract

AbstractBiological imaging is one of the primary tools by which we understand living systems across scales from atoms to organisms. Rapid advances in imaging technology have increased both the spatial and temporal resolutions at which we examine those systems, as well as enabling visualisation of larger tissue volumes. These advances have huge potential but also generate ever increasing amounts of imaging data that must be stored and analysed. Public image repositories provide a critical scientific service through open data provision, supporting reproducibility of scientific results, access to reference imaging datasets and reuse of data for new scientific discovery and acceleration of image analysis methods development. The scale and scope of imaging data provides both challenges and opportunities for open sharing of image data. In this article, we provide a perspective influenced by decades of provision of open data resources for biological information, suggesting areas to focus on and a path towards global interoperability.

Funder

European Molecular Biology Laboratory

EMBL´s European Bioinformatics Institute (EMBL-EBI)

Publisher

Springer Science and Business Media LLC

Subject

Cell Biology,Medical Laboratory Technology,Molecular Biology,Histology

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. In focus: data management and data analysis in microscopy;Histochemistry and Cell Biology;2023-08-30

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