Interpreting Glucose Data from Continuous Glucose Monitors
Calculate percentage of values above target thresholds
Calculate percentage of time CGM was active
Calculate average daily risk range (ADRR)
Calculate metrics for the Ambulatory Glucose Profile (AGP)
Display Ambulatory Glucose Profile (AGP) statistics for selected subje...
Calculate all metrics in iglu
Calculate Area Under Curve AUC
Calculate percentage below targeted values
Calculate metrics for values inside and/or outside a specified time ra...
Interpolate glucose value on an equally spaced grid from day to day
Calculate Continuous Glucose Monitoring Index (COGI) values
Continuous Overall Net Glycemic Action (CONGA)
Calculate Coefficient of Variation (CV) of glucose levels
Calculate Coefficient of Variation subtypes
Calculate eA1C
Display Episode Calculation statistics for selected subject
Calculates Hypo/Hyperglycemic episodes with summary statistics
Calculate GMI
Percentage of GRADE score attributable to target range
Percentage of GRADE score attributable to hyperglycemia
Percentage of GRADE score attributable to hypoglycemia
Calculate mean GRADE score
Calculate Glycemia Risk Index (GRI)
Calculate Glucose Variability Percentage (GVP)
Calculate High Blood Glucose Index (HBGI)
Plot histogram of Rate of Change values (ROC)
Calculate Hyperglycemia Index
Calculate Hypoglycemia Index
Calculate Index of Glycemic Control
Run IGLU Shiny App
Calculate percentage in targeted value ranges
Calculate glucose level iqr
Calculate J-index
Calculate Low Blood Glucose Index (LBGI)
Calculate the M-value
Calculate Median Absolute Deviation (MAD)
Calculate the Mean Absolute Glucose (MAG)
Calculates Mean Amplitude of Glycemic Excursions (see "mage")
Calculate Mean Amplitude of Glycemic Excursions
Calculate Meal Metrics
Calculate mean glucose level
Calculate median glucose level
Create a heatmap of metric values by subject based on hierarchical clu...
Calculate mean difference between glucose values obtained at the same ...
Optimized Calculations of Time Dependent iglu Metrics
Calculate Personal Glycemic State (PGS)
Pipe operator
Plot Ambulatory Glucose Profile (AGP) modal day
Plot daily glucose profiles
Plot time series and lasagna plots of glucose measurements
Lasagna plot of glucose values for 1 subject aligned across times of d...
Lasagna plot of glucose values for multiple subjects
Plot meal metrics visualization
Plot Time in Ranges as a bar plot
Plot time series of glucose colored by rate of change
Data Pre-Processor
Calculate glucose level quantiles
Calculate glucose level range
Read raw data from a variety of common sensors.
Calculate the Rate of Change at each time point (ROC)
Calculate sd glucose level
Calculate SD subtypes
Calculate the standard deviation of the rate of change
Calculate summary glucose level
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.