Devarajan K - Search Results

1

Unified methods for feature selection in large-scale genomic studies with censored survival outcomes.

Spirko-Burns L, Devarajan K. Spirko-Burns L, et al. Among authors: devarajan k. Bioinformatics. 2020 Jun 1;36(11):3409-3417. doi: 10.1093/bioinformatics/btaa161. Bioinformatics. 2020. PMID: 32154833 Free PMC article.

2

Supervised Dimension Reduction for Large-Scale "Omics" Data With Censored Survival Outcomes Under Possible Non-Proportional Hazards.

Spirko-Burns L, Devarajan K. Spirko-Burns L, et al. Among authors: devarajan k. IEEE/ACM Trans Comput Biol Bioinform. 2021 Sep-Oct;18(5):2032-2044. doi: 10.1109/TCBB.2020.2965934. Epub 2021 Oct 7. IEEE/ACM Trans Comput Biol Bioinform. 2021. PMID: 31940547

3

A statistical framework for non-negative matrix factorization based on generalized dual divergence.

Devarajan K. Devarajan K. Neural Netw. 2021 Aug;140:309-324. doi: 10.1016/j.neunet.2021.03.020. Epub 2021 Mar 26. Neural Netw. 2021. PMID: 33892302

4

Elaboration Models with Symmetric Information Divergence.

Asadi M, Devarajan K, Ebrahimi N, Soofi ES, Spirko-Burns L. Asadi M, et al. Among authors: devarajan k. Int Stat Rev. 2022 Dec;90(3):499-524. doi: 10.1111/insr.12499. Epub 2022 Apr 20. Int Stat Rev. 2022. PMID: 37214632 Free PMC article.

5

A supervised approach for predicting patient survival with gene expression data.

Devarajan K, Zhou Y, Chachra N, Ebrahimi N. Devarajan K, et al. Proc IEEE Int Symp Bioinformatics Bioeng. 2010;2010(5521718):26-31. doi: 10.1109/BIBE.2010.14. Proc IEEE Int Symp Bioinformatics Bioeng. 2010. PMID: 20865131 Free PMC article.

6

A unified statistical approach to non-negative matrix factorization and probabilistic latent semantic indexing.

Devarajan K, Wang G, Ebrahimi N. Devarajan K, et al. Mach Learn. 2015 Apr 1;99(1):137-163. doi: 10.1007/s10994-014-5470-z. Mach Learn. 2015. PMID: 25821345 Free PMC article.

7

Integrative genomic analysis identifies ancestry-related expression quantitative trait loci on DNA polymerase β and supports the association of genetic ancestry with survival disparities in head and neck squamous cell carcinoma.

Ramakodi MP, Devarajan K, Blackman E, Gibbs D, Luce D, Deloumeaux J, Duflo S, Liu JC, Mehra R, Kulathinal RJ, Ragin CC. Ramakodi MP, et al. Among authors: devarajan k. Cancer. 2017 Mar 1;123(5):849-860. doi: 10.1002/cncr.30457. Epub 2016 Dec 1. Cancer. 2017. PMID: 27906459 Free PMC article.

8

LincIN, a novel NF90-binding long non-coding RNA, is overexpressed in advanced breast tumors and involved in metastasis.

Jiang Z, Slater CM, Zhou Y, Devarajan K, Ruth KJ, Li Y, Cai KQ, Daly M, Chen X. Jiang Z, et al. Among authors: devarajan k. Breast Cancer Res. 2017 May 30;19(1):62. doi: 10.1186/s13058-017-0853-2. Breast Cancer Res. 2017. PMID: 28558830 Free PMC article.

9

A Hybrid Algorithm for Non-negative Matrix Factorization Based on Symmetric Information Divergence.

Devarajan K, Ebrahimi N, Soofi E. Devarajan K, et al. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2015 Nov;2015:1658-1664. doi: 10.1109/BIBM.2015.7359924. Epub 2015 Dec 17. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2015. PMID: 28868206 Free PMC article.

10

Testing for Covariate Effect in the Cox Proportional Hazards Regression Model.

Devarajan K, Ebrahimi N. Devarajan K, et al. Commun Stat Theory Methods. 2009 Jan 1;38(14):2333-2347. doi: 10.1080/03610920802536958. Commun Stat Theory Methods. 2009. PMID: 20054448 Free PMC article.

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