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MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions

This study describes the development of a database, called MilkyBase, of the biochemical composition of human milk. The data were selected, digitized and curated partly by machine-learning, partly manually from publications. The database can be used to find patterns in the milk composition as a func...

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Autores principales: Pacza, Tünde, Martins, Mayara L., Rockaya, Maha, Müller, Katalin, Chatterjee, Ayan, Barabási, Albert-László, Baranyi, József
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463137/
https://www.ncbi.nlm.nih.gov/pubmed/36085296
http://dx.doi.org/10.1038/s41597-022-01663-1
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author Pacza, Tünde
Martins, Mayara L.
Rockaya, Maha
Müller, Katalin
Chatterjee, Ayan
Barabási, Albert-László
Baranyi, József
author_facet Pacza, Tünde
Martins, Mayara L.
Rockaya, Maha
Müller, Katalin
Chatterjee, Ayan
Barabási, Albert-László
Baranyi, József
author_sort Pacza, Tünde
collection PubMed
description This study describes the development of a database, called MilkyBase, of the biochemical composition of human milk. The data were selected, digitized and curated partly by machine-learning, partly manually from publications. The database can be used to find patterns in the milk composition as a function of maternal-, infant- and measurement conditions and as a platform for users to put their own data in the format shown here. The database is an Excel workbook of linked sheets, making it easy to input data by non-computationally minded nutritionists. The hierarchical organisation of the fields makes sure that statistical inference methods can be programmed to analyse the data. Uncertainty quantification and recording dynamic (time-dependent) compositions offer predictive potentials.
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spelling pubmed-94631372022-09-11 MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions Pacza, Tünde Martins, Mayara L. Rockaya, Maha Müller, Katalin Chatterjee, Ayan Barabási, Albert-László Baranyi, József Sci Data Data Descriptor This study describes the development of a database, called MilkyBase, of the biochemical composition of human milk. The data were selected, digitized and curated partly by machine-learning, partly manually from publications. The database can be used to find patterns in the milk composition as a function of maternal-, infant- and measurement conditions and as a platform for users to put their own data in the format shown here. The database is an Excel workbook of linked sheets, making it easy to input data by non-computationally minded nutritionists. The hierarchical organisation of the fields makes sure that statistical inference methods can be programmed to analyse the data. Uncertainty quantification and recording dynamic (time-dependent) compositions offer predictive potentials. Nature Publishing Group UK 2022-09-09 /pmc/articles/PMC9463137/ /pubmed/36085296 http://dx.doi.org/10.1038/s41597-022-01663-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Data Descriptor
Pacza, Tünde
Martins, Mayara L.
Rockaya, Maha
Müller, Katalin
Chatterjee, Ayan
Barabási, Albert-László
Baranyi, József
MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions
title MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions
title_full MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions
title_fullStr MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions
title_full_unstemmed MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions
title_short MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions
title_sort milkybase, a database of human milk composition as a function of maternal-, infant- and measurement conditions
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463137/
https://www.ncbi.nlm.nih.gov/pubmed/36085296
http://dx.doi.org/10.1038/s41597-022-01663-1
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