PLoS ONEBioinformaticsPeer-reviewed journal article
BD5: an open HDF5-based data format to represent quantitative biological dynamics data
Koji KyodaiD, Kenneth H. L. HoiD, Yukako TohsatoiD, Hiroya ItogaiD, Shuichi OnamiiD
Abstract
BD5 is a new binary data format based on HDF5 (hierarchical data format version 5). It can be used for representing quantitative biological dynamics data obtained from bioimage informatics techniques and mechanobiological simulations. Biological Dynamics Markup Language (BDML) is an XML(Extensible Markup Language)-based open format that is also used to represent such data; however, it becomes difficult to access quantitative data in BDML files when the file size is large because parsing XML- based files requires large computational resources to first read the whole file sequentially into computer memory. BD5 enables fast random (i.e., direct) access to quantitative data on disk without parsing the entire file. Therefore, it allows practical reuse of data for understanding biological mechanisms underlying the dynamics.
- Citations
- 7
- FWCI
- 0.48
- Field percentile
- top 42%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Experimental Directory Structure (Exdir): An alternative to HDF5 without introducing a new file format
Svenn-Arne Dragly, Milad Hobbi Mobarhan, … Anders Malthe‐Sørenssen·Frontiers in NeuroinformaticsPeer-reviewed·Apr 13, 2018
- Photon-HDF5: an open file format for single-molecule fluorescence experiments using photon-counting detectors
Antonino Ingargiola, Ted Laurence, … Xavier Michalet·bioRxiv·Dec 23, 2015
- Towards Self-Describing and FAIR Bulk Formats for Biomedical Data
Michael Lukowski, Andrew Prokhorenkov, Robert L. Grossman·PLoS Computational BiologyPeer-reviewed·Mar 13, 2023
- BRAINformat: A Data Standardization Framework for Neuroscience Data
Oliver Rübel, Prabhat, … Kristofer Bouchard·bioRxiv·Aug 13, 2015
- OME Files - An open source reference library for the OME-XML metadata model and the OME-TIFF file format
Roger Leigh, David Gault, … Jason R. Swedlow·bioRxiv·Mar 9, 2017
- mzMLb: a future-proof raw mass spectrometry data format based on standards-compliant mzML and optimized for speed and storage requirements
Ranjeet Bhamber, Andris Jankevics, … Andrew W. Dowsey·Journal of Proteome ResearchPeer-reviewed·Aug 31, 2020