Visualize correlations using heat maps in R

The role of gut microbiota in maintaining of homeostasis and development of pathophysiological disorders has been actively studied over the past decades. With the advent of genome sequencing technology, new opportunities are opening up in this area. With the advent the technology of genome sequencing, new opportunities are opening up in this area. During statistical processing, there is a need to perform correlation analysis. However, with a large number of indicators, visual presentation of data can be difficult. Heat maps allow you to graphically represent large amount of data. The article contains a methodology of graphically representing correlations using heat maps.

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Publication Details

Journal
Vrach
Published
2024-10-19
DOI
https://doi.org/10.29296/25877305-2024-10-07
Citations
1
Primary Topic
Artificial Intelligence in Healthcare
Type
article
Field-Weighted Citation Impact
0.71
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Visualize correlations using heat maps in R

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1 citations
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Artificial Intelligence in Healthcare
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article

Visualize correlations using heat maps in R

N. S. Bunenkov, S. P. Salikova, V. V. Perepelitsa, Gulnara F. Bunenkova, Yu. A. Lazareva, С. В. Попов, Р. Г. Гусейнов, В. Б. Гриневич, S. Petrukov, D. V. Egorov
article en
1 citations

Abstract

The role of gut microbiota in maintaining of homeostasis and development of pathophysiological disorders has been actively studied over the past decades. With the advent of genome sequencing technology, new opportunities are opening up in this area. With the advent the technology of genome sequencing, new opportunities are opening up in this area. During statistical processing, there is a need to perform correlation analysis. However, with a large number of indicators, visual presentation of data can be difficult. Heat maps allow you to graphically represent large amount of data. The article contains a methodology of graphically representing correlations using heat maps.

Vrach
First Pavlov State Medical University of St. Petersburg (RU), S. M. Kirov Military Medical Academy (RU)
Openalex Percentile: Top 21%
Artificial Intelligence in Healthcare
0.71
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