2.5k citations · 2.5k across the 3 of their papers we have counts for
3 papers
Random Hazard Forests
Hemant Ishwaran, Eileen M. Hsich, Udaya B. Kogalur +1
Clinical data sources such as electronic health records and wearable sensors record patient status repeatedly over follow-up, often at irregular times and on different schedules fo…
Consistency of Random Survival Forests
Hemant Ishwaran, Udaya B. Kogalur
We prove uniform consistency of Random Survival Forests (RSF), a newly introduced forest ensemble learner for analysis of right-censored survival data. Consistency is proven under…
Random survival forests
Hemant Ishwaran, Udaya B. Kogalur, Eugene H. Blackstone +1
We introduce random survival forests, a random forests method for the analysis of right-censored survival data. New survival splitting rules for growing survival trees are introduc…