Articles By Keyword

. "Integrative pipeline for profiling DNA copy number and inferring tumor phylogeny.." Bioinformatics. 2018;34(12):2126-2128. Pub Med
. "Greedy outcome weighted tree learning of optimal personalized treatment rules.." Biometrics. 2017;73(2):391-400. Pub Med
. "A varying-coefficient generalized odds rate model with time-varying exposure: An application to fitness and cardiovascular disease mortality.." Biometrics. 2019;75(3):853-863. Pub Med
. "Set-valued dynamic treatment regimes for competing outcomes.." Biometrics. 2014;70(1):53-61. Pub Med
. "Multiscale adaptive marginal analysis of longitudinal neuroimaging data with time-varying covariates.." Biometrics. 2012;68(4):1083-92. Pub Med
. "Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data.." Biometrics. 2018;74(4):1180-1192. Pub Med
. "A Bayesian multi-risks survival (MRS) model in the presence of double censorings.." Biometrics. 2020;76(4):1297-1309. Pub Med
. "Biclustering via sparse clustering.." Biometrics. 2020;76(1):348-358. Pub Med
. "Statistical significance of hierarchical clustering.." Biometrics. 2017;73(3):811-821. Pub Med
. "Penalized nonlinear mixed effects model to identify biomarkers that predict disease progression.." Biometrics. 2017;73(4):1343-1354. Pub Med
. "Semiparametric regression analysis of interval-censored data with informative dropout.." Biometrics. 2018;74(4):1213-1222. Pub Med
. "Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome.." Biometrics. 2014;70(4):1003-13. Pub Med
. "Multiple kernel learning with random effects for predicting longitudinal outcomes and data integration.." Biometrics. 2015;71(4):918-28. Pub Med
. "Probability-enhanced sufficient dimension reduction for binary classification.." Biometrics. 2014;70(3):546-55. Pub Med
. "Detection of gene-gene interactions using multistage sparse and low-rank regression.." Biometrics. 2016;72(1):85-94. Pub Med
. "Bayesian meta-experimental design: evaluating cardiovascular risk in new antidiabetic therapies to treat type 2 diabetes.." Biometrics. 2012;68(2):578-86. Pub Med
. "A spatial dirichlet process mixture model for clustering population genetics data.." Biometrics. 2011;67(2):381-90. Pub Med
. "A moment-adjusted imputation method for measurement error models.." Biometrics. 2011;67(4):1461-70. Pub Med
. "Time-varying latent effect model for longitudinal data with informative observation times.." Biometrics. 2012;68(4):1093-102. Pub Med
. "Efficient estimation for accelerated failure time model under case-cohort and nested case-control sampling.." Biometrics. 2017;73(1):114-123. Pub Med
. "Bayesian lasso for semiparametric structural equation models.." Biometrics. 2012;68(2):567-77. Pub Med
. "Testing and estimation in marker-set association study using semiparametric quantile regression kernel machine.." Biometrics. 2016;72(2):364-71. Pub Med
. "A general framework for studying genetic effects and gene-environment interactions with missing data.." Biostatistics. 2010;11(4):583-98. Pub Med
. "Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial.." Biostatistics. 2011;12(2):258-69. Pub Med
. "Prediction of a time-to-event trait using genome wide SNP data.." BMC Bioinformatics. 2013;14():58. Pub Med
. "Confident difference criterion: a new Bayesian differentially expressed gene selection algorithm with applications.." BMC Bioinformatics. 2015;16():245. Pub Med
. "Robust test method for time-course microarray experiments.." BMC Bioinformatics. 2010;11():391. Pub Med
. "fastJT: An R package for robust and efficient feature selection for machine learning and genome-wide association studies.." BMC Bioinformatics. 2019;20(1):333. Pub Med
. "Combining an evolution-guided clustering algorithm and haplotype-based LRT in family association studies.." BMC Genet. 2011;12():48. Pub Med
. "Genome analysis and pleiotropy assessment using causal networks with loss of function mutation and metabolomics.." BMC Genomics. 2019;20(1):395. Pub Med
. "Incorporating higher-order representative features improves prediction in network-based cancer prognosis analysis.." BMC Med Genomics. 2011;4():5. Pub Med
. "Onset of persistent pseudomonas aeruginosa infection in children with cystic fibrosis with interval censored data.." BMC Med Res Methodol. 2016;16(1):122. Pub Med
. "SCOPE: A normalization and copy-number estimation method for single-cell DNA sequencing.." Cell Syst. 2020;10(5):445-452.e6. Pub Med
. "Statistical considerations for analysis of microarray experiments.." Clin Transl Sci. 2011;4(6):466-77. Pub Med
. "Radiomics analysis using stability selection supervised component analysis for right-censored survival data.." Comput Biol Med. 2020;124():103959. Pub Med
. "CRM2DIM: A SAS macro for implementing the dual-agent Bayesian continual reassessment method.." Comput Methods Programs Biomed. 2019;176():211-223. Pub Med
. "Pathway-based identification of SNPs predictive of survival.." Eur J Hum Genet. 2011;19(6):704-9. Pub Med
. "Evaluating haplotype effects in case-control studies via penalized-likelihood approaches: Prospective or retrospective analysis?." Genet Epidemiol. 2010;34(8):892-911. Pub Med
. "Functional-mixed effects models for candidate genetic mapping in imaging genetic studies.." Genet Epidemiol. 2014;38(8):680-91. Pub Med
. "Robust kernel association testing (RobKAT).." Genet Epidemiol. 2020;44(3):272-282. Pub Med
. "Analysis of untyped SNPs: Maximum likelihood and imputation methods.." Genet Epidemiol. 2010;34(8):803-15. Pub Med
. "A fast multiple-kernel method with applications to detect gene-environment interaction.." Genet Epidemiol. 2015;39(6):456-68. Pub Med
. "A general framework for integrative analysis of incomplete multiomics data.." Genet Epidemiol. 2020;44(7):646-664. Pub Med
. "Assessing gene-environment interactions for common and rare variants with binary traits using gene-trait similarity regression.." Genetics. 2015;199(3):695-710. Pub Med
. "Reexamining dis/similarity-based tests for rare-variant association with case-control samples.." Genetics. 2018;209(1):105-113. Pub Med
. "Rapid and robust resampling-based multiple-testing correction with application in a genome-wide expression quantitative trait loci study.." Genetics. 2012;190(4):1511-20. Pub Med
. "Alignment and mapping methodology influence transcript abundance estimation.." Genome Biol. 2020;21(1):239. Pub Med
. "Analysing breast cancer microarrays from African Americans using shrinkage-based discriminant analysis.." Hum Genomics. 2010;5(1):5-16. Pub Med
. "Analysis of gene-gene interactions using gene-trait similarity regression.." Hum Hered. 2014;78(1):17-26. Pub Med
. "TwinMARM: Two-stage multiscale adaptive regression methods for twin neuroimaging data.." IEEE Trans Med Imaging. 2012;31(5):1100-12. Pub Med