A brief procedure for big data analysis of gene expression

There are a lot of biological and experimental data from genomics, proteomics, drug screening, medicinal chemistry, etc. A large amount of data must be analyzed by special methods of statistics, bioinformatics, and computer science. Big data analysis is an effective way to build scientific hypothesi...

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Detalles Bibliográficos
Autores principales: Wang, Kewei, Wang, Wenji, Li, Mang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Review Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6388068/
https://www.ncbi.nlm.nih.gov/pubmed/30891564
http://dx.doi.org/10.1002/ame2.12028
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author Wang, Kewei
Wang, Wenji
Li, Mang
author_facet Wang, Kewei
Wang, Wenji
Li, Mang
author_sort Wang, Kewei
collection PubMed
description There are a lot of biological and experimental data from genomics, proteomics, drug screening, medicinal chemistry, etc. A large amount of data must be analyzed by special methods of statistics, bioinformatics, and computer science. Big data analysis is an effective way to build scientific hypothesis and explore internal mechanism. Here, gene expression is taken as an example to illustrate the basic procedure of the big data analysis.
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spelling pubmed-63880682019-03-19 A brief procedure for big data analysis of gene expression Wang, Kewei Wang, Wenji Li, Mang Animal Model Exp Med Review Articles There are a lot of biological and experimental data from genomics, proteomics, drug screening, medicinal chemistry, etc. A large amount of data must be analyzed by special methods of statistics, bioinformatics, and computer science. Big data analysis is an effective way to build scientific hypothesis and explore internal mechanism. Here, gene expression is taken as an example to illustrate the basic procedure of the big data analysis. John Wiley and Sons Inc. 2018-09-25 /pmc/articles/PMC6388068/ /pubmed/30891564 http://dx.doi.org/10.1002/ame2.12028 Text en © 2018 The Authors. Animal Models and Experimental Medicine published by John Wiley & Sons Australia, Ltd on behalf of The Chinese Association for Laboratory Animal Sciences This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Review Articles
Wang, Kewei
Wang, Wenji
Li, Mang
A brief procedure for big data analysis of gene expression
title A brief procedure for big data analysis of gene expression
title_full A brief procedure for big data analysis of gene expression
title_fullStr A brief procedure for big data analysis of gene expression
title_full_unstemmed A brief procedure for big data analysis of gene expression
title_short A brief procedure for big data analysis of gene expression
title_sort brief procedure for big data analysis of gene expression
topic Review Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6388068/
https://www.ncbi.nlm.nih.gov/pubmed/30891564
http://dx.doi.org/10.1002/ame2.12028
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