Eugene Andres Houseman

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 4

Top Topics

Mixture Distribution

Generalized Gaussian

Data Integration

Top Venues

Publications

Clémentine Decamps, Florian Privé, Raphael Bacher, Daniel Jost, Arthur Waguet, Eugene Andres Houseman, Eugene Lurie, Pavlo Lutsik, Aleksandar Milosavljevic, Michael Scherer, Michael G. B. Blum, Magali Richard
Guidelines for cell-type heterogeneity quantification based on a comparative analysis of reference-free DNA methylation deconvolution software. BMC Bioinform. 21 (1) (2020)
Eugene Andres Houseman, Molly L. Kile, David C. Christiani, Tan A. Ince, Karl T. Kelsey, Carmen J. Marsit
Reference-free deconvolution of DNA methylation data and mediation by cell composition effects. BMC Bioinform. 17 (2016)
Eugene Andres Houseman, Kevin C. Johnson, Brock C. Christensen
OxyBS: estimation of 5-methylcytosine and 5-hydroxymethylcytosine from tandem-treated oxidative bisulfite and bisulfite DNA. Bioinform. 32 (16) (2016)
Alexander J. Titus, Eugene Andres Houseman, Kevin C. Johnson, Brock C. Christensen
methyLiftover: cross-platform DNA methylation data integration. Bioinform. 32 (16) (2016)
Eugene Andres Houseman, Karl T. Kelsey, John K. Wiencke, Carmen J. Marsit
Cell-composition effects in the analysis of DNA methylation array data: a mathematical perspective. BMC Bioinform. 16 (2015)
Eugene Andres Houseman, John Molitor, Carmen J. Marsit
Reference-free cell mixture adjustments in analysis of DNA methylation data. Bioinform. 30 (10) (2014)
Eugene Andres Houseman, William P. Accomando, Devin C. Koestler, Brock C. Christensen, Carmen J. Marsit, Heather H. Nelson, John K. Wiencke, Karl T. Kelsey
DNA methylation arrays as surrogate measures of cell mixture distribution. BMC Bioinform. 13 (2012)
Devin C. Koestler, Carmen J. Marsit, Brock C. Christensen, Margaret R. Karagas, Raphael Bueno, David J. Sugarbaker, Karl T. Kelsey, Eugene Andres Houseman
Semi-supervised recursively partitioned mixture models for identifying cancer subtypes. Bioinform. 26 (20) (2010)
Eugene Andres Houseman, Brock C. Christensen, Margaret R. Karagas, Margaret R. Wrensch, Heather H. Nelson, Joseph Wiemels, Shichun Zheng, John K. Wiencke, Karl T. Kelsey, Carmen J. Marsit
Copy number variation has little impact on bead-array-based measures of DNA methylation. Bioinform. 25 (16) (2009)
Eugene Andres Houseman, Brock C. Christensen, Ru-Fang Yeh, Carmen J. Marsit, Margaret R. Karagas, Margaret R. Wrensch, Heather H. Nelson, Joseph Wiemels, Shichun Zheng, John K. Wiencke, Karl T. Kelsey
Model-based clustering of DNA methylation array data: a recursive-partitioning algorithm for high-dimensional data arising as a mixture of beta distributions. BMC Bioinform. 9 (2008)
Yuanyuan Xiao, Mark R. Segal, Eugene Andres Houseman, Joseph Wiemels, John K. Wiencke, Shichun Zheng, Margaret R. Wrensch, Brock C. Christensen, Carmen J. Marsit, Karl T. Kelsey, Heather H. Nelson, Margaret R. Karagas, Ru-Fang Yeh
Analysis of High-throughput DNA Methylation Bead Arrays Utilizing Bayesian Genotyping Algorithms. BMEI (1) (2008)