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CGManalyzer: An R package for analyzing continuous glucose monitoring studies
Zhang X.D.1; Zhang Z.2; Wang D.1
2018-05-01
Source PublicationBioinformatics
ISSN1367-4803
Volume34Issue:9Pages:1609-1611
Abstract

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.

DOI10.1093/bioinformatics/btx826
URLView the original
Indexed BySCI
Language英语
WOS Research AreaBiochemistry & Molecular Biology ; Biotechnology & Applied Microbiology ; Computer Science ; Mathematical & Computational Biology ; Mathematics
WOS SubjectBiochemical Research Methods ; Biotechnology & Applied Microbiology ; Computer Science, Interdisciplinary Applications ; Mathematical & Computational Biology ; Statistics & Probability
WOS IDWOS:000431509200032
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Cited Times [WOS]:9   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Health Sciences
Corresponding AuthorZhang X.D.
Affiliation1.Universidade de Macau
2.Duke University
Recommended Citation
GB/T 7714
Zhang X.D.,Zhang Z.,Wang D.. CGManalyzer: An R package for analyzing continuous glucose monitoring studies[J]. Bioinformatics,2018,34(9):1609-1611.
APA Zhang X.D.,Zhang Z.,&Wang D..(2018).CGManalyzer: An R package for analyzing continuous glucose monitoring studies.Bioinformatics,34(9),1609-1611.
MLA Zhang X.D.,et al."CGManalyzer: An R package for analyzing continuous glucose monitoring studies".Bioinformatics 34.9(2018):1609-1611.
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