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Name Description Download
LDA clustering results An Excel file summarizing the LDA clustering results download
LDA diseases by age clusters An Excel file summarizing the LDA age clusters and the associated disease download
Optimized LDA clustering results An Excel file summarizing the LDA clustering results after optimization for 13 clusters download
Heirarchical age clustering results An Excel file summarizing the heirarchical clustering results download
Heirarchical age clustering results Plots summarizing the heirarchical clustering results download
Diseases in data A list of Disease Ontology diseases which are mapped to in the APK data download
Diseases by class The 28 disease classes (selected for clustering analysis) and thier disease content download
All diseases by class All disease classes and thier disease content download
Heirarchical clustering R script which runs heirarchical clustering download
APK heat-map R script which generates a heat-map of the median values for each disease class download
APK data matrix The APK data matrix used for clustering analyses download
Blood heat-map R script which generates a heat-map of abnormal blood measurements values download
Blood data matrix The NHANES data matrix used to generate blood measurements heat-map download
Similar LDA clusters heatmaps Heatmaps of disease densities for LDA clusters 4 vs. 5 and 9 vs. 10 download