research
∙
10/17/2021
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards
Electronic Health Record (EHR) systems provide critical, rich and valuab...
share
research
∙
03/23/2021
BoXHED 2.0: Scalable boosting of functional data in survival analysis
Modern applications of survival analysis increasingly involve time-depen...
research
∙
06/25/2020
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates
The proliferation of medical monitoring devices makes it possible to tra...
research
∙
07/10/2018
A Curious Result on Breaking Ties among Sample Medians
It is well known that any sample median value (not necessarily unique) m...
research
∙
01/27/2017
Boosting hazard regression with time-varying covariates
Consider a left-truncated right-censored survival process whose evolutio...
research
∙
10/30/2016