Guy N. Brock

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Modified linear discriminant analysis approaches for classification of high-dimensional microarray data

Ping Xu, Guy N. Brock, Rudolph S. Parrish, 2009, Comput. Stat. Data Anal..

Cost effectiveness of adherence to IDSA/ATS guidelines in elderly patients hospitalized for Community-Aquired Pneumonia

Guy N. Brock, John A. Myers, Julio A. Ramirez, 2016, BMC Medical Informatics and Decision Making.

MmPalateMiRNA, an R package compendium illustrating analysis of miRNA microarray data

Vasyl Pihur, Guy N. Brock, Partha Mukhopadhyay, 2013, Source Code for Biology and Medicine.

Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes

Guy N. Brock, George C. Tseng, John R. Shaffer, 2008, BMC Bioinformatics.

Properties of adaptive clinical trial signature design in the presence of gene and gene-treatment interaction

Guy N. Brock, Alexander C. Cambon, Nigel G. F. Cooper, 2017, Commun. Stat. Simul. Comput..

Detecting Gene Regulatory Networks from Microarray Data Using Fuzzy Logic

Vasyl Pihur, Guy N. Brock, Laura Salter Kubatko, 2009, Fuzzy Systems in Bioinformatics and Computational Biology.

Classification of clinical outcomes using high-throughput informatics: Part 1 - nonparametric method reviews

Guy N. Brock, Alexander C. Cambon, Nigel G. F. Cooper, 2015, Model. Assist. Stat. Appl..

Distribution based nearest neighbor imputation for truncated high dimensional data with applications to pre-clinical and clinical metabolomics studies

Guy N. Brock, Shesh N. Rai, Andrew P. DeFilippis, 2017, BMC Bioinformatics.

Biological impact of missing-value imputation on downstream analyses of gene expression profiles

Guy N. Brock, George C. Tseng, Dongwan D. Kang, 2011, Bioinform..

Power analysis for RNA-Seq differential expression studies

Guy N. Brock, Lianbo Yu, Soledad Fernandez, 2017, BMC Bioinformatics.

Fuzzy logic and related methods as a screening tool for detecting gene regulatory networks

Guy N. Brock, Laura Salter Kubatko, William D. Beavis, 2009, Inf. Fusion.

Empirical evaluation of consistency and accuracy of methods to detect differentially expressed genes based on microarray data

Guy N. Brock, Rudolph S. Parrish, Dake Yang, 2014, Comput. Biol. Medicine.

Classification of clinical outcomes using high-throughput informatics: Part 2 - parametric method reviews

Guy N. Brock, Alexander C. Cambon, Nigel G. F. Cooper, 2015, Model. Assist. Stat. Appl..

BayesMetab: treatment of missing values in metabolomic studies using a Bayesian modeling approach

Guy N. Brock, Jasmit Shah, Jeremy Gaskins, 2019, BMC Bioinformatics.

Simulation-derived best practices for clustering clinical data

Guy N. Brock, Kevin R. Coombes, Zachary B. Abrams, 2021, J. Biomed. Informatics.

Clinical outcomes linked to expression of gene subsets for protein hormones and their cognate receptors from LCM-procured breast carcinoma cells

Guy N. Brock, James L. Wittliff, J. Wittliff, 2016, Breast Cancer Research and Treatment.

Cluster Validation for Microarray Data: An Appraisal

Susmita Datta, Guy N. Brock, Vasyl Pihur, 2009 .

msSurv: An R Package for Nonparametric Estimation of Multistate Models

Somnath Datta, Guy N. Brock, Nicole Ferguson, 2012 .

Mutational Mechanisms That Activate Wnt Signaling and Predict Outcomes in Colorectal Cancer Patients.

Guy N. Brock, Joanna Groden, Jie Zhang, 2018, Cancer research.