Personalized Disease Network

Longitudinal trajectory modeling in R

The Personalized Disease Network (PDN) is an R package for modeling longitudinal disease trajectories and survival outcomes.

The approach improved survival-model pseudo-R² from 20% to 55% relative to a standard Cox model, demonstrating the value of richer patient-level trajectory representations.