Cargando…

BD5: An open HDF5-based data format to represent quantitative biological dynamics data

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Kyoda, Koji, Ho, Kenneth H. L., Tohsato, Yukako, Itoga, Hiroya, Onami, Shuichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423140/
https://www.ncbi.nlm.nih.gov/pubmed/32785254
http://dx.doi.org/10.1371/journal.pone.0237468
_version_ 1783570124619382784
author Kyoda, Koji
Ho, Kenneth H. L.
Tohsato, Yukako
Itoga, Hiroya
Onami, Shuichi
author_facet Kyoda, Koji
Ho, Kenneth H. L.
Tohsato, Yukako
Itoga, Hiroya
Onami, Shuichi
author_sort Kyoda, Koji
collection PubMed
description 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.
format Online
Article
Text
id pubmed-7423140
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-74231402020-08-20 BD5: An open HDF5-based data format to represent quantitative biological dynamics data Kyoda, Koji Ho, Kenneth H. L. Tohsato, Yukako Itoga, Hiroya Onami, Shuichi PLoS One Research Article 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. Public Library of Science 2020-08-12 /pmc/articles/PMC7423140/ /pubmed/32785254 http://dx.doi.org/10.1371/journal.pone.0237468 Text en © 2020 Kyoda et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kyoda, Koji
Ho, Kenneth H. L.
Tohsato, Yukako
Itoga, Hiroya
Onami, Shuichi
BD5: An open HDF5-based data format to represent quantitative biological dynamics data
title BD5: An open HDF5-based data format to represent quantitative biological dynamics data
title_full BD5: An open HDF5-based data format to represent quantitative biological dynamics data
title_fullStr BD5: An open HDF5-based data format to represent quantitative biological dynamics data
title_full_unstemmed BD5: An open HDF5-based data format to represent quantitative biological dynamics data
title_short BD5: An open HDF5-based data format to represent quantitative biological dynamics data
title_sort bd5: an open hdf5-based data format to represent quantitative biological dynamics data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423140/
https://www.ncbi.nlm.nih.gov/pubmed/32785254
http://dx.doi.org/10.1371/journal.pone.0237468
work_keys_str_mv AT kyodakoji bd5anopenhdf5baseddataformattorepresentquantitativebiologicaldynamicsdata
AT hokennethhl bd5anopenhdf5baseddataformattorepresentquantitativebiologicaldynamicsdata
AT tohsatoyukako bd5anopenhdf5baseddataformattorepresentquantitativebiologicaldynamicsdata
AT itogahiroya bd5anopenhdf5baseddataformattorepresentquantitativebiologicaldynamicsdata
AT onamishuichi bd5anopenhdf5baseddataformattorepresentquantitativebiologicaldynamicsdata