Brock C. Christensen - researchr alias

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Viewing Publication 1 - 17 from 17

2023

Assessment of emerging pretraining strategies in interpretable multimodal deep learning for cancer prognosticationZarif L. Azher, Anish Suvarna, Ji-Qing Chen, Ze Zhang, Brock C. Christensen, Lucas A. Salas, Louis J. Vaickus, Joshua J. Levy. biodatamining, 16(1), January 2023. [doi]

2022

2021

Topological Feature Extraction and Visualization of Whole Slide Images using Graph Neural NetworksJoshua Levy, Christian Haudenschild, Clark Barwick, Brock C. Christensen, Louis J. Vaickus. psb 2020: [doi]

2020

2019

PyMethylProcess - convenient high-throughput preprocessing workflow for DNA methylation dataJoshua J. Levy, Alexander J. Titus, Lucas A. Salas, Brock C. Christensen. bioinformatics, 35(24):5379-5381, 2019. [doi]

2018

A New Dimension of Breast Cancer Epigenetics - Applications of Variational Autoencoders with DNA MethylationAlexander J. Titus, Carly A. Bobak, Brock C. Christensen. biostec 2018: 140-145 [doi]

2016

2012

DNA methylation arrays as surrogate measures of cell mixture distributionEugene Houseman, William P. Accomando, Devin C. Koestler, Brock C. Christensen, Carmen J. Marsit, Heather H. Nelson, John Wiencke, Karl Kelsey. bmcbi, 13:86, 2012. [doi]

2010

Semi-supervised recursively partitioned mixture models for identifying cancer subtypesDevin C. Koestler, Carmen J. Marsit, Brock C. Christensen, Margaret R. Karagas, Raphael Bueno, David J. Sugarbaker, Karl Kelsey, E. Andres Houseman. bioinformatics, 26(20):2578-2585, 2010. [doi]

2009

Copy number variation has little impact on bead-array-based measures of DNA methylationE. Andres Houseman, Brock C. Christensen, Margaret R. Karagas, Margaret R. Wrensch, Heather H. Nelson, Joseph Wiemels, Shichun Zheng, John Wiencke, Karl Kelsey, Carmen J. Marsit. bioinformatics, 25(16):1999-2005, 2009. [doi]

2008

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