Chronic Kidney Disease Progression
Predictive modeling of chronic kidney disease progression from longitudinal eGFR data.
Predictive modeling of chronic kidney disease (CKD) progression from longitudinal estimated glomerular filtration rate (eGFR) data, classifying patients by their probability of stage degeneration to support virtual care management. Presented as co-authored work at SIAM Mathematical Problems in Industry.
Tools: Python (pandas, scikit-learn, Matplotlib).