Nat Wang

She/Her

Accessibility tools, games, and really hard puzzles

All projects

Parkinson's Progression Prediction

Bar chart of the best R² for each UPDRS part (I to IV) under a patient-level split and a time-aware split, with Random Forest scoring highest on UPDRS III at about 0.44

Machine learning pipeline predicting Parkinson's disease progression from clinical and protein data.

When
to
Event
CSDS 312 final project
Built with
Python
My role
Wrote the report and made the figures.

Gallery

Two scatter plots of observed vs predicted UPDRS III scores from the Random Forest model, one per validation split, with the error figures shown on each

Links