Xia Jiang, PhD

Neapolitan RE, Xue D, Jiang X. Modeling the Altered Expression Levels of Genes on Signaling Pathways in Tumors as Causal Bayesian Networks. Cancer Inform. 2014 May 15; 13:77-84. doi: 10.4137/CIN.S13578. PMID: 24932098. PMCID: PMC4051800.

Cai B, Jiang X. A novel artificial neural network method for biomedical prediction based on matrix pseudo-inversion. J Biomed Inf. 2014 Apr;48:114-21. doi: 10.1016/j.jbi.2013.12.009. Epub 2013 Dec 18. PMID: 24361387. PMCID: PMC4004678.

Jiang X, Cai B, Xue D, Lu X, Cooper GF, Neapolitan RE. A comparative analysis of methods for predicting clinical outcomes using high-dimensional genomic datasets. J Am Med Inform Assoc. 2014 Oct;21(e2):e312-9. doi: 10.1136/amiajnl-2013-002358. Epub 2014 Apr 15. PMID: 24737607. PMCID: PMC4173174.

Jiang X, Xue D, Brufsky A, Khan S, Neapolitan R. A new method for predicting patient survivorship using efficient Bayesian network learning. Cancer Inform. 2014 Feb 13; 13 (2):47-57. doi: 10.4137/CIN.S13053. eCollection 2014. PMID: 24558297. PMCID: PMC3928477

Cai B, Jiang X. Revealing Biological Pathways Implicated in Lung Cancer from TCGA Gene Expression Data using Gene Set Enrichment Analysis. Cancer Inform. 2014 Dec 1;13(Suppl 1):113-21. doi: 10.4137/CIN.S13882. eCollection 2014. PMID: 25520551. PMCID: PMC4251186.

Jiang X, Chen R, Cheng S, Shen B, Xu R, Yi S. Computational advances in cancer informatics (a). Cancer Inform. 2014 Oct 13;13(Suppl 1):45-8. doi: 10.4137/CIN.S19243. eCollection 2014. PMID: 2548472. PMCID: PMC4216040.

Neapolitan R, Jiang X. Inferring Aberrant Signal Transduction Pathways in Ovarian Cancer from TCGA Data. Cancer Inform. 2014 Oct 13;13(Suppl 1): 29-36. doi: 10.4137/CIN.S13881. eCollection 2014. PMID: 25392681. PMCID: PMC4216062.

Cai C, Chen L, Jiang X, Lu X. Modeling Signal Transduction from Protein Phosphorylation to Gene Expression. Cancer Inform. 2014 Oct 13; 13(Suppl 1): 59-67. doi: 10.4137/CIN.S13883. eCollection 2014. PMID: 25392684. PMCID: PMC4216050.

Neapolitan RE, Jiang X. The Bayesian Network Story. In: Hajek A, Hitchcock C, editors. The Oxford Handbook of Probability and Philosophy. Oxford University Press, 2014.

Neapolitan RE, Jiang X. Contemporary Artificial Intelligence. 1st ed. Boca Raton, FL: Chapman and Hall/CRC, 2012.