Guanghua Xiao, Ph.D.

Graduate School

University of Minnesota Centra , Electrical Engineering

Graduate School

University of Minnesota Centra (2006)

• Artificial intelligence and deep learning
• Deep learning in image analysis
• Spatial molecular profiling
• Statistical methods in Spatial and Image analysis

Featured Publications

Detection of epigenetic changes using ANOVA with spatially varying coefficients.

Guanghua X, Xinlei W, Quincey L, Nestler EJ, Xie Y Stat Appl Genet Mol Biol 2013 Mar 1-17

A powerful Bayesian meta-analysis method to integrate multiple gene set enrichment studies.

Chen M, Zang M, Wang X, Xiao G Bioinformatics 2013 Feb

Probe mapping across multiple microarray platforms.

Allen JD, Wang S, Chen M, Girard L, Minna JD, Xie Y, Xiao G Brief. Bioinformatics 2012 Sep 13 5 547-54

Cell-free formation of RNA granules: bound RNAs identify features and components of cellular assemblies.

Han TW, Kato M, Xie S, Wu LC, Mirzaei H, Pei J, Chen M, Xie Y, Allen J, Xiao G, McKnight SL Cell 2012 May 149 4 768-79

Comparing statistical methods for constructing large scale gene networks.

Allen JD, Xie Y, Chen M, Girard L, Xiao G PLoS ONE 2012 7 1 e29348

Modeling Three-Dimensional Chromosome Structures Using Gene Expression Data.

Xiao G, Wang X, Khodursky AB Journal of the American Statistical Association 2011 Mar 106 493 61-72

Improved detection of differentially expressed genes through incorporation of gene locations

Xiao G, Cavan R. Khodursky A Biometrics 2009 65(3) 805-14

Alterations in resting functional connectivity due to recent motor task.

Tung KC, Uh J, Mao D, Xu F, Xiao G, Lu H Neuroimage 2013 Apr

A 12-Gene Set Predicts Survival Benefits from Adjuvant Chemotherapy in Non-Small-Cell Lung Cancer Patients.

Tang H, Xiao G, Behrens C, Schiller J, Allen J, Chow CW, Suraokar M, Corvalan A, Mao JH, White M, Wistuba II, Minna JD, Xie Y Clin. Cancer Res. 2013 Jan

Akt-mediated regulation of autophagy and tumorigenesis through Beclin 1 phosphorylation.

Wang RC, Wei Y, An Z, Zou Z, Xiao G, Bhagat G, White M, Reichelt J, Levine B Science 2012 Nov 338 6109 956-9

• Delta Omega National Society
  Pi Chapter (2006)
• Merck Doctoral Fellowship
  Division of Biostatistics, University of Minnesota (2005)
• New Student Scholarship
  Division of Biostatistics, University of Minnesota (2004)
• Graduate with honor
  Tsinghua University (1997)
• Honor Student
  Tsinghua University, 1993-1997 (1997)

• American Statistical Association
• International Biometric Society (ENAR)