Guy N. Brock

19 papers Journal 18
YearRankTypeTitle / Venue / Authors
2021 J jnl
Simulation-derived best practices for clustering clinical data.
J. Biomed. Informatics
Caitlin E. Coombes, Xin Liu, Zachary B. Abrams, Kevin R. Coombes, Guy N. Brock
2020 J jnl
Power analysis for RNA-Seq differential expression studies using generalized linear mixed effects models.
BMC Bioinform.
Lianbo Yu, Soledad Fernandez, Guy N. Brock
2020 J jnl
Umpire 2.0: Simulating realistic, mixed-type, clinical data for machine learning.
F1000Research
Caitlin E. Coombes, Zachary B. Abrams, Samantha Nakayiza, Guy N. Brock, Kevin R. Coombes
2019 J jnl
BayesMetab: treatment of missing values in metabolomic studies using a Bayesian modeling approach.
BMC Bioinform.
Jasmit S. Shah, Guy N. Brock, Jeremy T. Gaskins
2019 J jnl
Fully moderated t-statistic in linear modeling of mixed effects for differential expression analysis.
BMC Bioinform.
Lianbo Yu, Jianying Zhang, Guy N. Brock, Soledad Fernandez
2017 J jnl
Distribution based nearest neighbor imputation for truncated high dimensional data with applications to pre-clinical and clinical metabolomics studies.
BMC Bioinform.
Jasmit S. Shah, Shesh N. Rai, Andrew P. DeFilippis, Bradford G. Hill, Aruni Bhatnagar, Guy N. Brock
2017 J jnl
Power analysis for RNA-Seq differential expression studies.
BMC Bioinform.
Lianbo Yu, Soledad Fernandez, Guy N. Brock
2017 J jnl
Properties of adaptive clinical trial signature design in the presence of gene and gene-treatment interaction.
Commun. Stat. Simul. Comput.
Alexander C. Cambon, Kathy B. Baumgartner, Guy N. Brock, Nigel G. F. Cooper, Dongfeng Wu, Shesh N. Rai
2016 J jnl
Cost effectiveness of adherence to IDSA/ATS guidelines in elderly patients hospitalized for Community-Aquired Pneumonia.
BMC Medical Informatics Decis. Mak.
Michael E. Egger, John A. Myers, Forest W. Arnold, Leigh Ann Pass, Julio A. Ramirez, Guy N. Brock
2015 J jnl
Classification of clinical outcomes using high-throughput informatics: Part 1 - nonparametric method reviews.
Model. Assist. Stat. Appl.
Alexander C. Cambon, Kathy B. Baumgartner, Guy N. Brock, Nigel G. F. Cooper, Dongfeng Wu, Shesh N. Rai
2015 J jnl
Classification of clinical outcomes using high-throughput informatics: Part 2 - parametric method reviews.
Model. Assist. Stat. Appl.
Alexander C. Cambon, Kathy B. Baumgartner, Guy N. Brock, Nigel G. F. Cooper, Dongfeng Wu, Shesh N. Rai
2015 J jnl
Metabolomics data analysis and missing value issues with application to infarcted mouse hearts.
BMC Bioinform.
Jasmit S. Shah, Guy N. Brock, Shesh N. Rai
2014 J jnl
Empirical evaluation of consistency and accuracy of methods to detect differentially expressed genes based on microarray data.
Comput. Biol. Medicine
Dake Yang, Rudolph S. Parrish, Guy N. Brock
2013 J jnl
MmPalateMiRNA, an R package compendium illustrating analysis of miRNA microarray data.
Source Code Biol. Medicine
Guy N. Brock, Partha Mukhopadhyay, Vasyl Pihur, Cynthia Webb, Robert M. Greene, M. Michele Pisano
2011 J jnl
Biological impact of missing-value imputation on downstream analyses of gene expression profiles.
Bioinform.
Sunghee Oh, Dongwan D. Kang, Guy N. Brock, George C. Tseng
2009 — ch.
Detecting Gene Regulatory Networks from Microarray Data Using Fuzzy Logic.
Fuzzy Systems in Bioinformatics and Computational Biology
Guy N. Brock, Vasyl Pihur, Laura Salter Kubatko
2009 J jnl
Fuzzy logic and related methods as a screening tool for detecting gene regulatory networks.
Inf. Fusion
Guy N. Brock, William D. Beavis, Laura Salter Kubatko
2009 J jnl
Modified linear discriminant analysis approaches for classification of high-dimensional microarray data.
Comput. Stat. Data Anal.
Ping Xu, Guy N. Brock, Rudolph S. Parrish
2008 J jnl
Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes.
BMC Bioinform.
Guy N. Brock, John R. Shaffer, Richard E. Blakesley, Meredith J. Lotz, George C. Tseng