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Random survival forests for competing risks.
Ishwaran H, Gerds TA, Kogalur UB, Moore RD, Gange SJ, Lau BM. Ishwaran H, et al. Among authors: kogalur ub. Biostatistics. 2014 Oct;15(4):757-73. doi: 10.1093/biostatistics/kxu010. Epub 2014 Apr 11. Biostatistics. 2014. PMID: 24728979 Free PMC article.
Consistency of Random Survival Forests.
Ishwaran H, Kogalur UB. Ishwaran H, et al. Among authors: kogalur ub. Stat Probab Lett. 2010 Jul 1;80(13-14):1056-1064. doi: 10.1016/j.spl.2010.02.020. Stat Probab Lett. 2010. PMID: 20582150 Free PMC article.
Use of hundreds of electrocardiographic biomarkers for prediction of mortality in postmenopausal women: the Women's Health Initiative.
Gorodeski EZ, Ishwaran H, Kogalur UB, Blackstone EH, Hsich E, Zhang ZM, Vitolins MZ, Manson JE, Curb JD, Martin LW, Prineas RJ, Lauer MS. Gorodeski EZ, et al. Among authors: kogalur ub. Circ Cardiovasc Qual Outcomes. 2011 Sep;4(5):521-32. doi: 10.1161/CIRCOUTCOMES.110.959023. Epub 2011 Aug 23. Circ Cardiovasc Qual Outcomes. 2011. PMID: 21862719 Free PMC article. Clinical Trial.
Boosted Multivariate Trees for Longitudinal Data.
Pande A, Li L, Rajeswaran J, Ehrlinger J, Kogalur UB, Blackstone EH, Ishwaran H. Pande A, et al. Among authors: kogalur ub. Mach Learn. 2017 Feb;106(2):277-305. doi: 10.1007/s10994-016-5597-1. Epub 2016 Nov 4. Mach Learn. 2017. PMID: 29249866 Free PMC article.