Journal
BIOINFORMATICS
Volume 34, Issue 9, Pages 1609-1611Publisher
OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/btx826
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Funding
- Start-up Research Grant at University of Macau [SRG2016-00083-FHS]
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The R package CGManalyzer contains functions for analyzing data from a continuous glucose monitoring (CGM) study. It covers a wide and comprehensive range of data analysis methods including reading a series of datasets, obtaining summary statistics of glucose levels, plotting data, transforming the time stamp format, fixing missing values, evaluating the mean of daily difference and continuous overlapping net glycemic action, calculating multiscale sample entropy, conducting pairwise comparison, displaying results using various plots including a new type of plot called an antenna plot, etc. This package has been developed from our work in directly analyzing data from various CGM devices such as the FreeStyle Libre, Glutalor, Dexcom and Medtronic CGM. Thus, this package should greatly facilitate the analysis of various CGM studies.
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