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Random forests for genomic data analysis.
Chen X, Ishwaran H. Chen X, et al. Among authors: ishwaran h. Genomics. 2012 Jun;99(6):323-9. doi: 10.1016/j.ygeno.2012.04.003. Epub 2012 Apr 21. Genomics. 2012. PMID: 22546560 Free PMC article. Review.
Pathway hunting by random survival forests.
Chen X, Ishwaran H. Chen X, et al. Among authors: ishwaran h. Bioinformatics. 2013 Jan 1;29(1):99-105. doi: 10.1093/bioinformatics/bts643. Epub 2012 Nov 4. Bioinformatics. 2013. PMID: 23129299 Free PMC article.
Random survival forests for competing risks.
Ishwaran H, Gerds TA, Kogalur UB, Moore RD, Gange SJ, Lau BM. Ishwaran H, et al. Biostatistics. 2014 Oct;15(4):757-73. doi: 10.1093/biostatistics/kxu010. Epub 2014 Apr 11. Biostatistics. 2014. PMID: 24728979 Free PMC article.
Synthetic learning machines.
Ishwaran H, Malley JD. Ishwaran H, et al. BioData Min. 2014 Dec 18;7(1):28. doi: 10.1186/s13040-014-0028-y. eCollection 2014. BioData Min. 2014. PMID: 25614764 Free PMC article.
The Effect of Splitting on Random Forests.
Ishwaran H. Ishwaran H. Mach Learn. 2015 Apr;99(1):75-118. doi: 10.1007/s10994-014-5451-2. Epub 2014 Jul 2. Mach Learn. 2015. PMID: 28919667 Free PMC article.
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