
Guanghua Xiao, Ph.D.
Professor
Endowed Title Mary Dees McDermott Hicks Chair in Medical Science
Department O'donnell-sph | Biomedical Engineering | Lyda Hill Department of Bioinformatics
Graduate Programs Biomedical Engineering
Education
- Graduate School
- University of Minnesota Centra , Electrical Engineering
- Graduate School
- University of Minnesota Centra (2006)
Research Interest
- Artificial intelligence and deep learning
- Deep learning in image analysis
- Spatial molecular profiling
- Statistical methods in Spatial and Image analysis
Publications
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
Honors & Awards
- 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)
Professional Associations/Affiliations
- American Statistical Association
- International Biometric Society (ENAR)