Balasubramanian JB - Search Results

1

Learning Parsimonious Classification Rules from Gene Expression Data Using Bayesian Networks with Local Structure.

Lustgarten JL, Balasubramanian JB, Visweswaran S, Gopalakrishnan V. Lustgarten JL, et al. Among authors: balasubramanian jb. Data (Basel). 2017 Mar;2(1):5. doi: 10.3390/data2010005. Epub 2017 Jan 18. Data (Basel). 2017. PMID: 28331847 Free PMC article.

2

Selective model averaging with bayesian rule learning for predictive biomedicine.

Balasubramanian JB, Visweswaran S, Cooper GF, Gopalakrishnan V. Balasubramanian JB, et al. AMIA Jt Summits Transl Sci Proc. 2014 Apr 7;2014:17-22. eCollection 2014. AMIA Jt Summits Transl Sci Proc. 2014. PMID: 25717394 Free PMC article.

3

Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery.

Balasubramanian JB, Gopalakrishnan V. Balasubramanian JB, et al. World J Clin Oncol. 2018 Sep 14;9(5):98-109. doi: 10.5306/wjco.v9.i5.98. World J Clin Oncol. 2018. PMID: 30254965 Free PMC article.

4

A novel approach to modeling multifactorial diseases using Ensemble Bayesian Rule classifiers.

Balasubramanian JB, Boes RD, Gopalakrishnan V. Balasubramanian JB, et al. J Biomed Inform. 2020 Jul;107:103455. doi: 10.1016/j.jbi.2020.103455. Epub 2020 Jun 1. J Biomed Inform. 2020. PMID: 32497685 Free article.

5

An empirical workflow for genome-wide single nucleotide polymorphism-based predictive modeling.

Floudas CS, Balasubramanian JB, Romkes M, Gopalakrishnan V. Floudas CS, et al. Among authors: balasubramanian jb. AMIA Jt Summits Transl Sci Proc. 2013 Mar 18;2013:53-7. eCollection 2013. AMIA Jt Summits Transl Sci Proc. 2013. PMID: 24303297 Free PMC article.

6

On Predicting lung cancer subtypes using 'omic' data from tumor and tumor-adjacent histologically-normal tissue.

Pineda AL, Ogoe HA, Balasubramanian JB, Rangel Escareño C, Visweswaran S, Herman JG, Gopalakrishnan V. Pineda AL, et al. Among authors: balasubramanian jb. BMC Cancer. 2016 Mar 4;16:184. doi: 10.1186/s12885-016-2223-3. BMC Cancer. 2016. PMID: 26944944 Free PMC article.

7

Evaluation of a 4-protein serum biomarker panel-biglycan, annexin-A6, myeloperoxidase, and protein S100-A9 (B-AMP)-for the detection of esophageal adenocarcinoma.

Zaidi AH, Gopalakrishnan V, Kasi PM, Zeng X, Malhotra U, Balasubramanian J, Visweswaran S, Sun M, Flint MS, Davison JM, Hood BL, Conrads TP, Bergman JJ, Bigbee WL, Jobe BA. Zaidi AH, et al. Cancer. 2014 Dec 15;120(24):3902-13. doi: 10.1002/cncr.28963. Epub 2014 Aug 5. Cancer. 2014. PMID: 25100294 Free PMC article.

8

Wasm-iCARE: a portable and privacy-preserving web module to build, validate, and apply absolute risk models.

Balasubramanian JB, Choudhury PP, Mukhopadhyay S, Ahearn T, Chatterjee N, García-Closas M, Almeida JS. Balasubramanian JB, et al. ArXiv [Preprint]. 2023 Oct 13:arXiv:2310.09252v1. ArXiv. 2023. PMID: 37873020 Free PMC article. Preprint.

9

PRScalc, a privacy-preserving calculation of raw polygenic risk scores from direct-to-consumer genomics data.

Sandoval L, Jafri S, Balasubramanian JB, Bhawsar P, Edelson JL, Martins Y, Maass W, Chanock SJ, Garcia-Closas M, Almeida JS. Sandoval L, et al. Among authors: balasubramanian jb. Bioinform Adv. 2023 Oct 9;3(1):vbad145. doi: 10.1093/bioadv/vbad145. eCollection 2023. Bioinform Adv. 2023. PMID: 37868335 Free PMC article.

10

Moving Toward Findable, Accessible, Interoperable, Reusable Practices in Epidemiologic Research.

García-Closas M, Ahearn TU, Gaudet MM, Hurson AN, Balasubramanian JB, Choudhury PP, Gerlanc NM, Patel B, Russ D, Abubakar M, Freedman ND, Wong WSW, Chanock SJ, Berrington de Gonzalez A, Almeida JS. García-Closas M, et al. Among authors: balasubramanian jb. Am J Epidemiol. 2023 Jun 2;192(6):995-1005. doi: 10.1093/aje/kwad040. Am J Epidemiol. 2023. PMID: 36804665 Free PMC article.

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