Timing, Anatomical, Therapeutic and Chemical Based Medication Clustering
The Frequency of Assignment to Each Cluster
Finding chosen cluster names
Frequency tables for medication amount
Construct color scales for summary plot
Construct plot data for summary plot
Construct time scale for summary plot
Default ATC groups for summaries
Employ a Clustering to New Data
Enrich Clustering Parameter
Flatten trajectory data
Test if an object is a medic-object
Medication clustering (based on ATC and timing)
ATC Code Frequency Within Clusters
Method Selector
Internal option constructor
Plot Cluster Frequency
Plot Comedication Count
Plot Medication Frequency
Plot Summary
Plot Timing ATC Group
Plot Timing Trajectory
Print Summary of Medication
Refactor Cluster Levels
Quickfix regex many-to-many inner join
Summary of a medic-object using str function
Crop Clustering Summary
Summary of medic object
Timing and ATC based Medication Clustering
Timing and ATC pattern interactions
Timing pattern frequency within clusters
Agglomerative hierarchical clustering with a bespoke distance measure based on medication similarities in the Anatomical Therapeutic Chemical Classification System, medication timing and medication amount or dosage. Tools for summarizing, illustrating and manipulating the cluster objects are also available.