- Chair-Elect 2022, American Statistical Association(ASA) Statistics in Imaging Section.
- Principal Organizer, Statistical Methods in Imaging (SMI) 2021 Conference
- Standing Member of NIH Emerging Imaging Technologies in Neuroscience (EITN) Study Section
- Fellow of the American Statistical Association (ASA), 2018
- President, Georgia Chapter of American Statistical Association, 2017-2018
- Featured in Emory Health Sciences News "Trio in biostatistics: 'Role models for us all' "
- Featured in Emory Rollins Magazine "Finding Mental Disorders with Math"
- Program Chair, American Statistical Association(ASA) Statistics in Imaging Section, 2015-2016.
- Honorable Mention in Biostatistics Teaching Award: Course “Biostatistical Methods I” [2013,2018], Course “Advanced Topics in Neuroimaging Statistics” [2016], Department of Biostatistics and Bioinformatics, Emory University
- Editorial Board: Biometrics, Statistics in Biosciences, Psychosomatic Medicine (2013-2015)
Contact Information
1518 Clifton Rd.,NE ,
Atlanta , GA 30322
Phone: (404) 712-8646
Fax: (404) 727-1370
Email: yguo2@emory.edu
Areas of Interest
- Biostatistics
- Imaging
- Mental Health
- Neuroscience
Education
- PhD 2004, Emory University
Courses Taught
- BIOS 508: Biostatistical Methods
Affiliations & Activities
Director , Center for Biomedical Imaging Statistics (CBIS)
Publications
- , 2021, Please see my website https://www.yingguo.us/publications, , ,
- Dai, T, Guo, Y, Peng, L. and Manatunga, AK , 2017, A local agreement pattern measure based on hazard functions for survival outcomes., Biometrics, doi: 10.1111/biom.12740,
- Rahman, AF, Peng, L., Manatunga, AK and Guo, Y , 2017, Nonparametric regression method for broad sense agreement, Journal of nonparametric statistics, 29(2), 280-300
- Dai, T. and Guo, Y., 2017, Predicting Individual Brain Functional Connectivity Using a Bayesian Hierarchical Model., NeuroImage, 147(15), 772–787
- Wang, Y, Kang J, Kemmer, PB and Guo, Y , 2016, An efficient and reliable statistical method for estimating functional connectivity in large scale brain networks using partial correlation., Frontiers in Neuroscience, 10,
- Shi, R. and Guo, Y., 2016, Modeling Covariate Effects in Group Independent Component Analysis with Application to Functional Magnetic Resonance Imaging., Annals of Applied Statistics, , 1930-1957
- Guo Y and Tang Li , 2013, A hierarchical probabilistic model for group independent component analysis in fMRI studies, Biometrics, doi: 10.1111/biom.12068,
- Guo, Y, Li R, Peng L and Manatunga AK, 2013, A new agreement measures based on survival processes, Biometrics, doi: 10.1111/biom.12063,
- Guo Y , 2011, A general probabilistic for group independent component analysis and its estimation methods, Biometrics. , 67(4), 1532-1542
- Guo Y and Manatunga AK , 2010, A note on assessing agreement for frailty models, statistics and probability letters, 80, 527-533
- Guo Y , 2010, A weighted cluster kernel PCA prediction model for multi-subject brain imaging data, Statistics And Its Interface, 3, 103-111
- Guo, Y . and Pagnoni, G., 2008, A unified framework for group independent component analysis for multi-subject fMRI data, NeuroImage, 42, 1078-1093
- Guo, Y. and Bowman F.D., 2008, Modeling Dose-Dependent Neural Processing Responses Using Mixed Effects Spline Models , NeuroImage, 40, 698-711
- Guo Y, Bowman FD, Kilts C, 2008, Predicting the brain response to treatment using a Bayesian Hierarchical model with application to a study of schizophrenia., Human Brain Mapping, 29, 1092-1109
- Guo, Y. and Manatunga, A.K. , 2007, Nonparametric estimation of the concordance correlation coefficient under univariate censoring, Biometrics , 63(1), 164-172
- Bowman, F.B., Guo, Y. and Derado G., 2007, Statistical Approaches to Functional Neuroimaging Data, Neuroimaging Clinics, 17(4),
- Guo, Y., Manatunga, A.K., Chen, S. and Marcus, M, 2006, Modeling Menstrual Cycle Length Using a Mixture Distribution, Biostatistics, 7(1), 100-114
- Guo, Y., Musselman, D.L., Manatunga, A.K., Gilles, N., Lawson, K.C., Porter, M.R., McDaniel, J.S. and Nemeroff, C.B. , 2006, The Diagnosis of Depression in Patients with Cancer: a Comparative Approach, Psychosomatics, 47, 376-384
- Guo, Y. and Manatunga, A.K., 2005, Modeling the Agreement of Discrete Bivariate Survival Times Using Kappa Coefficient, Lifetime Data Analysis , 11(3), 309-332
- Guo Y. and Manatunga AK, , Measuring agreement of multivariate discrete survival times using a modified weighted kappa coefficient, Biometrics, Accepted,