An Animated Functional Data Analysis Interface to Cluster Rapid Lung Function Decline and Enhance Center-Level Care in Cystic Fibrosis

Figure 3

Predicted lung function trajectories by center clustered using FPCA phenotypes and animated on the dashboard (screenshots). Animation sequence shown for an example center on the interface beginning clockwise: (a) the clustering and smoothing of late decliners (green); (b) middle decliners (yellow); (c) early decliners (red); (d) finalized and smoothed phenotypes. Full animation available from link “Center-Level FPCA Animations” on interface.

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