80 citations · 118 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 38 cited
Computing the Hazard Ratios Associated with Explanatory Variables Using Machine Learning Models of Survival Data
Sameer Sundrani, James Lu
Purpose: The application of Cox Proportional Hazards (CoxPH) models to survival data and the derivation of Hazard Ratio (HR) is well established. While nonlinear, tree-based Machin…
cs.LG2020★ 80 cited
Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modeling
James Lu, Brendan Bender, Jin Y. Jin +1
The longitudinal analysis of patient response time course following doses of therapeutics is currently performed using Pharmacokinetic/Pharmacodynamic (PK/PD) methodologies, which…