26 citations · 26 across the 3 of their papers we have counts for
3 papers
Augmented Learning of Heterogeneous Treatment Effects via Gradient Boosting Trees
Heng Chen, Michael L. LeBlanc, James Y. Dai
Heterogeneous treatment effects (HTE) based on patients' genetic or clinical factors are of significant interest to precision medicine. Simultaneously modeling HTE and correspondin…
Cross-validation and Peeling Strategies for Survival Bump Hunting using Recursive Peeling Methods
Jean-Eudes Dazard, Michael Choe, Michael LeBlanc +1
We introduce a framework to build a survival/risk bump hunting model with a censored time-to-event response. Our Survival Bump Hunting (SBH) method is based on a recursive peeling…
Structures and Assumptions: Strategies to Harness Gene Gene and Gene Environment Interactions in GWAS
Charles Kooperberg, Michael LeBlanc, James Y. Dai +1
Genome-wide association studies, in which as many as a million single nucleotide polymorphisms (SNP) are measured on several thousand samples, are quickly becoming a common type of…