9 citations · 9 across the 3 of their papers we have counts for
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stat.ME2026
Separating Spatial and Clinical Risk with Node-Splitting SVM Survival Trees
Drew Lazar, Aye Aye Maung
Recovering geographic variation in survival requires separating spatial risk from patients' clinical characteristics, a problem complicated by prognostic covariates that are themse…
stat.ME2025
Node Splitting SVMs for Survival Trees Based on an L2-Regularized Dipole Splitting Criteria
Aye Aye Maung, Drew Lazar, Qi Zheng
This paper proposes a novel, node-splitting support vector machine (SVM) for creating survival trees. This approach is capable of non-linearly partitioning survival data which incl…