PD Predict: A Machine Learning Model for PD Survival

A retrospective cohort study of 14,650 patients in the UK Renal Registry was split into two test sets: development and internal testing. The model produced a Harrell’s concordance index of 0.80 during temporal validation, while external validation done in Norway was 0.77. This result outperforms traditional predictive methods.