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Guy N. Brock
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Journal Articles
- 2021
- [j17]Caitlin E. Coombes, Xin Liu
, Zachary B. Abrams, Kevin R. Coombes
, Guy N. Brock
:
Simulation-derived best practices for clustering clinical data. J. Biomed. Informatics 118: 103788 (2021) - 2020
- [j16]Lianbo Yu
, Soledad Fernandez, Guy N. Brock:
Power analysis for RNA-Seq differential expression studies using generalized linear mixed effects models. BMC Bioinform. 21(1): 198 (2020) - 2019
- [j15]Jasmit S. Shah
, Guy N. Brock, Jeremy T. Gaskins
:
BayesMetab: treatment of missing values in metabolomic studies using a Bayesian modeling approach. BMC Bioinform. 20-S(24): 673 (2019) - [j14]Lianbo Yu, Jianying Zhang, Guy N. Brock, Soledad Fernandez:
Fully moderated t-statistic in linear modeling of mixed effects for differential expression analysis. BMC Bioinform. 20-S(24): 675 (2019) - 2017
- [j13]Jasmit S. Shah
, Shesh N. Rai, Andrew P. DeFilippis, Bradford G. Hill
, Aruni Bhatnagar, Guy N. Brock
:
Distribution based nearest neighbor imputation for truncated high dimensional data with applications to pre-clinical and clinical metabolomics studies. BMC Bioinform. 18(1): 114:1-114:13 (2017) - [j12]Lianbo Yu
, Soledad Fernandez, Guy N. Brock
:
Power analysis for RNA-Seq differential expression studies. BMC Bioinform. 18(1): 234:1-234:9 (2017) - [j11]Alexander C. Cambon, Kathy B. Baumgartner
, Guy N. Brock
, Nigel G. F. Cooper, Dongfeng Wu, Shesh N. Rai:
Properties of adaptive clinical trial signature design in the presence of gene and gene-treatment interaction. Commun. Stat. Simul. Comput. 46(10): 8233-8250 (2017) - 2016
- [j10]Michael E. Egger, John A. Myers, Forest W. Arnold, Leigh Ann Pass, Julio A. Ramirez
, Guy N. Brock
:
Cost effectiveness of adherence to IDSA/ATS guidelines in elderly patients hospitalized for Community-Aquired Pneumonia. BMC Medical Informatics Decis. Mak. 16: 34 (2016) - 2015
- [j9]Jasmit S. Shah
, Guy N. Brock
, Shesh N. Rai:
Metabolomics data analysis and missing value issues with application to infarcted mouse hearts. BMC Bioinform. 16(S15): P16 (2015) - [j8]Alexander C. Cambon, Kathy B. Baumgartner, Guy N. Brock
, Nigel G. F. Cooper, Dongfeng Wu, Shesh N. Rai:
Classification of clinical outcomes using high-throughput informatics: Part 1 - nonparametric method reviews. Model. Assist. Stat. Appl. 10(1): 3-23 (2015) - [j7]Alexander C. Cambon, Kathy B. Baumgartner, Guy N. Brock
, Nigel G. F. Cooper, Dongfeng Wu, Shesh N. Rai:
Classification of clinical outcomes using high-throughput informatics: Part 2 - parametric method reviews. Model. Assist. Stat. Appl. 10(2): 89-107 (2015) - 2014
- [j6]Dake Yang, Rudolph S. Parrish, Guy N. Brock
:
Empirical evaluation of consistency and accuracy of methods to detect differentially expressed genes based on microarray data. Comput. Biol. Medicine 46: 1-10 (2014) - 2013
- [j5]Guy N. Brock
, Partha Mukhopadhyay, Vasyl Pihur, Cynthia Webb, Robert M. Greene, M. Michele Pisano:
MmPalateMiRNA, an R package compendium illustrating analysis of miRNA microarray data. Source Code Biol. Medicine 8: 1 (2013) - 2011
- [j4]Sunghee Oh, Dongwan D. Kang, Guy N. Brock
, George C. Tseng:
Biological impact of missing-value imputation on downstream analyses of gene expression profiles. Bioinform. 27(1): 78-86 (2011) - 2009
- [j3]Ping Xu, Guy N. Brock
, Rudolph S. Parrish:
Modified linear discriminant analysis approaches for classification of high-dimensional microarray data. Comput. Stat. Data Anal. 53(5): 1674-1687 (2009) - [j2]Guy N. Brock
, William D. Beavis, Laura Salter Kubatko
:
Fuzzy logic and related methods as a screening tool for detecting gene regulatory networks. Inf. Fusion 10(3): 250-259 (2009) - 2008
- [j1]Guy N. Brock
, John R. Shaffer
, Richard E. Blakesley, Meredith J. Lotz, George C. Tseng:
Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes. BMC Bioinform. 9 (2008)
Parts in Books or Collections
- 2009
- [p1]Guy N. Brock
, Vasyl Pihur, Laura Salter Kubatko:
Detecting Gene Regulatory Networks from Microarray Data Using Fuzzy Logic. Fuzzy Systems in Bioinformatics and Computational Biology 2009: 141-163
Informal and Other Publications
- 2020
- [i1]Caitlin E. Coombes, Zachary B. Abrams, Samantha Nakayiza, Guy N. Brock, Kevin R. Coombes
:
Umpire 2.0: Simulating realistic, mixed-type, clinical data for machine learning. F1000Research 9: 1186 (2020)
Coauthor Index
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