example_data_hall

Dexcom G4 CGM measurements for 19 subjects from the Hall
publicly available dataset. Chosen as a subset of all subjects to be only those
with diabetes or pre-diabetes. Primarily intended for use with example_meals_hall

datasets

Implements a wide range of metrics for measuring glucose control and glucose variability based on continuous glucose monitoring data. The list of implemented metrics is summarized in Rodbard (2009) <doi:10.1089/dia.2009.0015>. Additional visualization tools include time-series plots, lasagna plots and ambulatory glucose profile report.

Irina Gaynanova

iglu

Interpreting Glucose Data from Continuous Glucose Monitors

Elizabeth Chun

Steve Broll

David Buchanan

John Muschelli

Nathaniel Fernandes

Jung Hoon Seo

Johnathan Shih

Jacek Urbanek

John Schwenck

Marielle Hicban

Mary Martin

Pratik Patel

Meyappan Ashok

Nhan Nguyen

example_data_hall function

a data.frame with 34890 rows and 4 columns, which are:<dl>
<dt>id</dt>
<dd>identifier of subject</dd><dt>time</dt>
<dd>date and time stamp</dd><dt>gl</dt>
<dd>glucose level as measured by CGM (mg/dL)</dd><dt>diagnosis</dt>
<dd>character indicating diabetes diagnosis: diabetic or pre-diabetic</dd>
</dl>

Format

Example data from Hall et al. (2018) — example_data_hall

a data.frame with 34890 rows and 4 columns, which are:<dl>
<dt>id</dt>
<dd>identifier of subject</dd>

<dt>time</dt>
<dd>date and time stamp</dd>

<dt>gl</dt>
<dd>glucose level as measured by CGM (mg/dL)</dd>

<dt>diagnosis</dt>
<dd>character indicating diabetes diagnosis: diabetic or pre-diabetic</dd>


</dl>

Example data from Hall et al. (2018)

example_data_hall: Example data from Hall et al. (2018)

Description

Usage

Arguments

Format

Details

References