12 citations · 18 across the 4 of their papers we have counts for
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cs.LG2021★ 12 cited
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards
Zhale Nowroozilarki, Arash Pakbin, James Royalty +2
Electronic Health Record (EHR) systems provide critical, rich and valuable information at high frequency. One of the most exciting applications of EHR data is in developing a real-…
cs.LG2021
BoXHED2.0: Scalable boosting of dynamic survival analysis
Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi +1
Modern applications of survival analysis increasingly involve time-dependent covariates. The Python package BoXHED2.0 is a tree-boosted hazard estimator that is fully nonparametric…