Publications

Vanathi Gopalakrishnan

Balasubramanian JB, Gopalakrishnan V. Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery. World J Clin Oncol. 2018 Sep 14;9(5):98-109. doi: 10.5306/wjco.v9.i5.98. PubMed PMID: 30254965; PMCID: PMC6153126.
Lustgarten JL, Balasubramanian JB, Visweswaran S, Gopalakrishnan V. Learning Parsimonious Classification Rules from Gene Expression Data Using Bayesian Networks with Local Structure. Data (Basel). 2017 Mar;2(1): doi: 10.3390/data2010005. PubMed PMID: 28331847; PMCID: PMC5358670.
Pineda AL, Ogoe HA, Balasubramanian JB, Rangel Escareño C, Visweswaran S, Herman JG, Gopalakrishnan V. On Predicting lung cancer subtypes using 'omic' data from tumor and tumor-adjacent histologically-normal tissue. BMC Cancer. 2016 Mar 4;16184. doi: 10.1186/s12885-016-2223-3. PubMed PMID: 26944944; PMCID: PMC4778315.
Pineda AL, Gopalakrishnan V. Novel Application of Junction Trees to the Interpretation of Epigenetic Differences among Lung Cancer Subtypes. AMIA Jt Summits Transl Sci Proc. 2015;201531-5. PubMed PMID: 26306226; PMCID: PMC4525224.
Ogoe HA, Visweswaran S, Lu X, Gopalakrishnan V. Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data. BMC Bioinformatics. 2015 Jul 23;16226. doi: 10.1186/s12859-015-0643-8. PubMed PMID: 26202217; PMCID: PMC4512094.
Ceschin R, Panigrahy A, Gopalakrishnan V. sfDM: Open-Source Software for Temporal Analysis and Visualization of Brain Tumor Diffusion MR Using Serial Functional Diffusion Mapping. Cancer Inform. 2015;14(Suppl 2):1-9. doi: 10.4137/CIN.S17293. PubMed PMID: 25673970; PMCID: PMC4315050.
Avali VR, Cooper GF, Gopalakrishnan V. Application of Bayesian logistic regression to mining biomedical data. AMIA Annu Symp Proc. 2014;2014266-73. PubMed PMID: 25954328; PMCID: PMC4419893.

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