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Sevakula RK, Singh V, Verma NK, Kumar C, Cui Y. Transfer Learning for Molecular Cancer Classification Using Deep Neural Networks. IEEE/ACM Trans Comput Biol Bioinform. 2019 Nov-Dec;16(6):2089-2100. doi: 10.1109/TCBB.2018.2822803. Epub 2018 Apr 4. PubMed PMID: 29993662.
Mohammed A, Cui Y, Mas VR, Kamaleswaran R. Differential gene expression analysis reveals novel genes and pathways in pediatric septic shock patients. Sci Rep. 2019 Aug 2;9(1):11270. doi: 10.1038/s41598-019-47703-6. PubMed PMID: 31375728; PubMed Central PMCID: PMC6677896.
Singh V, Verma NK, Cui Y. Type-2 Fuzzy PCA Approach in Extracting Salient Features for Molecular Cancer Diagnostics and Prognostics. IEEE Trans Nanobioscience. 2019 Jul;18(3):482-489. doi: 10.1109/TNB.2019.2917814. Epub 2019 May 20. PubMed PMID: 31107656.
Singh V, Verma NK, Islam ZU, Cui Y. Feature Learning using Stacked Autoencoder for Shared and Multimodal Fusion of Medical Images . In: Computational Intelligence: Theories, Applications and Future Directions. Verma NK, Ghosh A, editors. Singapore: Springer; 2019. 53-66p.
Singh V, Sharma T, Verma K, Cui Y. Feature Ranking using Robust Fuzzy Score Function for Gene Expression Data. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2019; doi: 10.1109/FUZZ-IEEE.2019.8858907.
Ziebarth JD, Cui Y. Multiscalar genetic pathway modeling with hybrid Bayesian networks. Wiley Interdisciplinary Reviews: Computational Statistics. 2019; :e1479. doi: 10.1002/wics.1479.
Ziebarth JD, Bhattacharya A, Cui Y. Functional Analysis of Genetic Variants and Somatic Mutations Impacting MicroRNA-Target Recognition: Bioinformatics Resources. Methods Mol Biol. 2019;1970:101-120. doi: 10.1007/978-1-4939-9207-2_8. PubMed PMID: 30963491.
Zou Y, Chen Z, Jennings BL, Zhao G, Gu Q, Bhattacharya A, Cui Y, Yu B, Malik KU, Yue J. Deletion of DGCR8 in VSMCs of adult mice results in loss of vascular reactivity, reduced blood pressure and neointima formation. Sci Rep. 2018 Jan 23;8(1):1468. doi: 10.1038/s41598-018-19660-z. PubMed PMID: 29362439; PubMed Central PMCID: PMC5780492.
Singh V, Vardhan H, Verma NK, Cui Y. Optimal Feature Selection using Fuzzy Combination of Feature Subset for Transcriptome Data. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2018; doi: 10.1109/FUZZ-IEEE.2018.8491683.
Bhattacharya A, Cui Y. A GPU-accelerated algorithm for biclustering analysis and detection of condition-dependent coexpression network modules. Sci Rep. 2017 Jun 23;7(1):4162. doi: 10.1038/s41598-017-04070-4. PubMed PMID: 28646174; PubMed Central PMCID: PMC5482832.
Bhattacharya A, Cui Y. Systematic Prediction of the Impacts of Mutations in MicroRNA Seed Sequences. J Integr Bioinform. 2017 May 18;14(1). doi: 10.1515/jib-2017-0001. PubMed PMID: 28637929; PubMed Central PMCID: PMC6042800.
Ziebarth JD, Cui Y. Precise Network Modeling of Systems Genetics Data Using the Bayesian Network Webserver. Methods Mol Biol. 2017;1488:319-335. doi: 10.1007/978-1-4939-6427-7_15. PubMed PMID: 27933532.
Proceedings of the 15th Annual UT-KBRIN Bioinformatics Summit 2016 : Cadiz, KY, USA. 8-10 April 2016. BMC Bioinformatics. 2016 Aug 19;17(Suppl 10):297. doi: 10.1186/s12859-016-1154-y. PubMed PMID: 28166713; PubMed Central PMCID: PMC5001208.
Bhattacharya A, Cui Y. SomamiR 2.0: a database of cancer somatic mutations altering microRNA-ceRNA interactions. Nucleic Acids Res. 2016 Jan 4;44(D1):D1005-10. doi: 10.1093/nar/gkv1220. Epub 2015 Nov 17. PubMed PMID: 26578591; PubMed Central PMCID: PMC4702864.
Singh V, Baranwal N, Sevakula RK, Verma NK, Cui Y. Layerwise feature selection in Stacked Sparse Auto-Encoder for tumor type prediction. IEEE International Conference on Bioinformatics and Biomedicine (BIBM).; 2016. Available from: .
Bhattacharya A, Cui Y. Knowledge-based analysis of functional impacts of mutations in microRNA seed regions. J Biosci. 2015 Oct;40(4):791-8. doi: 10.1007/s12038-015-9560-2. PubMed PMID: 26564979.
Bhattacharya A, Cui Y. miR2GO: comparative functional analysis for microRNAs. Bioinformatics. 2015 Jul 15;31(14):2403-5. doi: 10.1093/bioinformatics/btv140. Epub 2015 Mar 10. PubMed PMID: 25762653.
Verma NK, Dutta E, Cui Y. Hausdorff Distance and Global Silhouette Index as Novel Measures for Estimating Quality of Biclusters. IEEE International Conference on Bioinformatics and Biomedicine (BIBM).; 2015. Available from: .
Ha T, Swanson D, Larouche M, Glenn R, Weeden D, Zhang P, Hamre K, Langston M, Phillips C, Song M, Ouyang Z, Chesler E, Duvvurru S, Yordanova R, Cui Y, Campbell K, Ricker G, Phillips C, Homayouni R, Goldowitz D. CbGRiTS: cerebellar gene regulation in time and space. Dev Biol. 2015 Jan 1;397(1):18-30. doi: 10.1016/j.ydbio.2014.09.032. Epub 2014 Oct 23. PubMed PMID: 25446528; NIHMSID:NIHMS639544.
Cashion AK, Hathaway DK, Stanfill A, Thomas F, Ziebarth JD, Cui Y, Cowan PA, Eason J. Pre-transplant predictors of one yr weight gain after kidney transplantation. Clin Transplant. 2014 Nov;28(11):1271-8. doi: 10.1111/ctr.12456. PubMed PMID: 25159302; PubMed Central PMCID: PMC4576829.
Cui Y. In silico mapping of polymorphic miRNA-mRNA interactions in autoimmune thyroid diseases. Autoimmunity. 2014 Aug;47(5):327-33. doi: 10.3109/08916934.2014.893575. Epub 2014 Mar 10. PubMed PMID: 24611733.
Emery FD, Parvathareddy J, Pandey AK, Cui Y, Williams RW, Miller MA. Genetic control of weight loss during pneumonic Burkholderia pseudomallei infection. Pathog Dis. 2014 Jul;71(2):249-64. doi: 10.1111/2049-632X.12172. Epub 2014 Apr 22. PubMed PMID: 24687986; PubMed Central PMCID: PMC4107055.
Bhattacharya A, Ziebarth JD, Cui Y. PolymiRTS Database 3.0: linking polymorphisms in microRNAs and their target sites with human diseases and biological pathways. Nucleic Acids Res. 2014 Jan;42(Database issue):D86-91. doi: 10.1093/nar/gkt1028. Epub 2013 Oct 24. PubMed PMID: 24163105; PubMed Central PMCID: PMC3965097.
Ziebarth JD, Bhattacharya A, Cui Y. Bayesian Network Webserver: a comprehensive tool for biological network modeling. Bioinformatics. 2013 Nov 1;29(21):2801-3. doi: 10.1093/bioinformatics/btt472. Epub 2013 Aug 21. PubMed PMID: 23969134.
Fan P, Chen Z, Tian P, Liu W, Jiao Y, Xue Y, Bhattacharya A, Wu J, Lu M, Guo Y, Cui Y, Gu W, Gu W, Yue J. miRNA biogenesis enzyme Drosha is required for vascular smooth muscle cell survival. PLoS One. 2013;8(4):e60888. doi: 10.1371/journal.pone.0060888. Print 2013. PubMed PMID: 23637774; PubMed Central PMCID: PMC3630177.
Bhattacharya A, Ziebarth JD, Cui Y. SomamiR: a database for somatic mutations impacting microRNA function in cancer. Nucleic Acids Res. 2013 Jan;41(Database issue):D977-82. doi: 10.1093/nar/gks1138. Epub 2012 Nov 24. PubMed PMID: 23180788; PubMed Central PMCID: PMC3531132.
Ziebarth JD, Bhattacharya A, Cui Y. CTCFBSDB 2.0: a database for CTCF-binding sites and genome organization. Nucleic Acids Res. 2013 Jan;41(Database issue):D188-94. doi: 10.1093/nar/gks1165. Epub 2012 Nov 27. PubMed PMID: 23193294; PubMed Central PMCID: PMC3531215.
Ziebarth JD, Bhattacharya A, Cui Y. Integrative analysis of somatic mutations altering microRNA targeting in cancer genomes. PLoS One. 2012;7(10):e47137. doi: 10.1371/journal.pone.0047137. Epub 2012 Oct 16. PubMed PMID: 23091610; PubMed Central PMCID: PMC3473044.
Bhattacharya A, Ziebarth JD, Cui Y. Systematic analysis of microRNA targeting impacted by small insertions and deletions in human genome. PLoS One. 2012;7(9):e46176. doi: 10.1371/journal.pone.0046176. Epub 2012 Sep 25. PubMed PMID: 23049969; PubMed Central PMCID: PMC3457991.
Miyairi I, Ziebarth J, Laxton JD, Wang X, van Rooijen N, Williams RW, Lu L, Byrne GI, Cui Y. Host genetics and Chlamydia disease: prediction and validation of disease severity mechanisms. PLoS One. 2012;7(3):e33781. doi: 10.1371/journal.pone.0033781. Epub 2012 Mar 16. PubMed PMID: 22438999; PubMed Central PMCID: PMC3306297.
Ziebarth JD, Cook MN, Wang X, Williams RW, Lu L, Cui Y. Treatment- and population-dependent activity patterns of behavioral and expression QTLs. PLoS One. 2012;7(2):e31805. doi: 10.1371/journal.pone.0031805. Epub 2012 Feb 16. PubMed PMID: 22359631; PubMed Central PMCID: PMC3281015.
Ziebarth JD, Bhattacharya A, Chen A, Cui Y. PolymiRTS Database 2.0: linking polymorphisms in microRNA target sites with human diseases and complex traits. Nucleic Acids Res. 2012 Jan;40(Database issue):D216-21. doi: 10.1093/nar/gkr1026. Epub 2011 Nov 10. PubMed PMID: 22080514; PubMed Central PMCID: PMC3245163.
Cui Y. Gene Discovery for Disease Models Bioinformatics . In: Tools for Gene Function Prediction. Gu W, editor. Hoboken, New Jersey: John Wiley & Sons, Inc.; 2012. 93-110p.
Bao L, Xia X, Cui Y. Expression QTL modules as functional components underlying higher-order phenotypes. PLoS One. 2010 Dec 13;5(12):e14313. doi: 10.1371/journal.pone.0014313. PubMed PMID: 21179437; PubMed Central PMCID: PMC3001472.
Ziebarth J, Cook M, Li B, Williams R, Lu L, Cui Y. Systems Genetics Analysis of Molecular Pathways Underlying Ethanol-Induced Behavioral Phenotypes. Biomedical Science and Engineering Conference - Biomedical Research and Analysis in Neuroscience (BRAiN); 2010. Available from: DOI: 10.1109/BSEC.2010.5510821.
Verma NK, Meena S, Singh A, Bajpai S, Nagrare A, Cui Y. Comparison of biclustering algorithms. International Conference on Systems in Medicine and Biology.; 2010. Available from: .
Verma N, Gupta P, Agrawal P, Hanmandlu M, Vasikarla S, Cui Y. MRI Brain Image Segmentation for Spotting Tumors Using Improved Mountain Clustering Approach. Washington DC, USA: Applied Imagery Pattern Recognition (AIPR): Vision: Humans, Animals, and Machines; 2009. Available from: DOI: 10.1109/AIPR.2009.5466301.
Bao L, Zhou M, Cui Y. CTCFBSDB: a CTCF-binding site database for characterization of vertebrate genomic insulators. Nucleic Acids Res. 2008 Jan;36(Database issue):D83-7. doi: 10.1093/nar/gkm875. Epub 2007 Nov 2. PubMed PMID: 17981843; PubMed Central PMCID: PMC2238977.
Bao L, Peirce JL, Zhou M, Li H, Goldowitz D, Williams RW, Lu L, Cui Y. An integrative genomics strategy for systematic characterization of genetic loci modulating phenotypes. Hum Mol Genet. 2007 Jun 1;16(11):1381-90. doi: 10.1093/hmg/ddm089. Epub 2007 Apr 11. PubMed PMID: 17428815.
Bao L, Zhou M, Wu L, Lu L, Goldowitz D, Williams RW, Cui Y. PolymiRTS Database: linking polymorphisms in microRNA target sites with complex traits. Nucleic Acids Res. 2007 Jan;35(Database issue):D51-4. doi: 10.1093/nar/gkl797. Epub 2006 Nov 11. PubMed PMID: 17099235; PubMed Central PMCID: PMC1669716.
Cui Y. Current Topics in Human Genetics: Studies of Complex Diseases . In: Bridging Genotype and Phenotype: Causal Pathways from DNA to Complex Traits. Deng H, editor. New Jersey: World Scientific; 2007. 433-448p.
Bao L, Wei L, Peirce JL, Homayouni R, Li H, Zhou M, Chen H, Lu L, Williams RW, Pfeffer LM, Goldowitz D, Cui Y. Combining gene expression QTL mapping and phenotypic spectrum analysis to uncover gene regulatory relationships. Mamm Genome. 2006 Jun;17(6):575-83. doi: 10.1007/s00335-005-0172-2. Epub 2006 Jun 12. PubMed PMID: 16783639.
He H, Cai L, Skogerbø G, Deng W, Liu T, Zhu X, Wang Y, Jia D, Zhang Z, Tao Y, Zeng H, Aftab MN, Cui Y, Liu G, Chen R. Profiling Caenorhabditis elegans non-coding RNA expression with a combined microarray. Nucleic Acids Res. 2006;34(10):2976-83. doi: 10.1093/nar/gkl371. Print 2006. PubMed PMID: 16738136; PubMed Central PMCID: PMC1474057.
Bao L, Cui Y. Functional impacts of non-synonymous single nucleotide polymorphisms: selective constraint and structural environments. FEBS Lett. 2006 Feb 20;580(5):1231-4. doi: 10.1016/j.febslet.2006.01.035. Epub 2006 Jan 20. PubMed PMID: 16442527.
Li H, Chen H, Bao L, Manly KF, Chesler EJ, Lu L, Wang J, Zhou M, Williams RW, Cui Y. Integrative genetic analysis of transcription modules: towards filling the gap between genetic loci and inherited traits. Hum Mol Genet. 2006 Feb 1;15(3):481-92. doi: 10.1093/hmg/ddi462. Epub 2005 Dec 21. PubMed PMID: 16371421.
Cui Y. Microarrays and Transcription Networks . In: Elucidating gene regulatory networks underlying complex phenotypes: Genetical genomics and Bayesian network. Shannon F, editor. Austin, TX: Landes Bioscience; 2006. 114-126p.
Deng W, Zhu X, Skogerbø G, Zhao Y, Fu Z, Wang Y, He H, Cai L, Sun H, Liu C, Li B, Bai B, Wang J, Jia D, Sun S, He H, Cui Y, Wang Y, Bu D, Chen R. Organization of the Caenorhabditis elegans small non-coding transcriptome: genomic features, biogenesis, and expression. Genome Res. 2006 Jan;16(1):20-9. doi: 10.1101/gr.4139206. Epub 2005 Dec 12. PubMed PMID: 16344563; PubMed Central PMCID: PMC1356125.
Bao L, Zhou M, Cui Y. nsSNPAnalyzer: identifying disease-associated nonsynonymous single nucleotide polymorphisms. Nucleic Acids Res. 2005 Jul 1;33(Web Server issue):W480-2. doi: 10.1093/nar/gki372. PubMed PMID: 15980516; PubMed Central PMCID: PMC1160133.
Bao L, Cui Y. Prediction of the phenotypic effects of non-synonymous single nucleotide polymorphisms using structural and evolutionary information. Bioinformatics. 2005 May 15;21(10):2185-90. doi: 10.1093/bioinformatics/bti365. Epub 2005 Mar 3. PubMed PMID: 15746281.
Li H, Lu L, Manly KF, Chesler EJ, Bao L, Wang J, Zhou M, Williams RW, Cui Y. Inferring gene transcriptional modulatory relations: a genetical genomics approach. Hum Mol Genet. 2005 May 1;14(9):1119-25. doi: 10.1093/hmg/ddi124. Epub 2005 Mar 16. PubMed PMID: 15772094.
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