Predicting risk for adverse health events using random forest

Random survival forests for competing risks

(2014) H. Ishwaran et al.   BIOSTATISTICS

The effect of splitting on random forests

(2014) Hemant Ishwaran   MACHINE LEARNING

Risk estimation using probability machines

(2014) Abhijit Dasgupta et al.   BioData Mining

Prediction models for the risk of cardiovascular disease in patients with type 2 diabetes: a systematic review

(2011) S van Dieren et al.   HEART

Probability Machines

(2011) J. D. Malley et al.   METHODS OF INFORMATION IN MEDICINE

Subgroup identification from randomized clinical trial data

(2011) Jared C. Foster et al.   STATISTICS IN MEDICINE

Kaiser Permanente National Total Joint Replacement Registry: Aligning Operations With Information Technology

(2010) Elizabeth W. Paxton et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

High-Dimensional Variable Selection for Survival Data

(2010) Hemant Ishwaran et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Random survival forests

(2008) Hemant Ishwaran et al.   Annals of Applied Statistics