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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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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 |
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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 |
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