most citedComputing the Hazard Ratios Associated with Explanatory Variables Using Machine Learning Models of Survival Data

38 citations · 38 across the 1 of their papers we have counts for

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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…