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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 Forest Missing Data Algorithms.
Tang F, Ishwaran H. Tang F, et al. Among authors: ishwaran h. Stat Anal Data Min. 2017 Dec;10(6):363-377. doi: 10.1002/sam.11348. Epub 2017 Jun 13. Stat Anal Data Min. 2017. PMID: 29403567 Free PMC article.
Unsupervised random forests.
Mantero A, Ishwaran H. Mantero A, et al. Among authors: ishwaran h. Stat Anal Data Min. 2021 Apr;14(2):144-167. doi: 10.1002/sam.11498. Epub 2021 Feb 5. Stat Anal Data Min. 2021. PMID: 33833846 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.
79 results