Steven Eschrich

According to our database, Steven Eschrich authored at least 26 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

PATH-SURVEYOR: pathway level survival enquiry for immuno-oncology and drug repurposing.

Alyssa N. Obermayer, Darwin Chang, Gabrielle Nobles, Mingxiang Teng, Aik Choon Tan, Xuefeng Wang, Y. Ann Chen, Steven Eschrich, Paulo C. Rodriguez, G. Daniel Grass, Soheil Meshinchi, Ahmad Tarhini, Dung-tsa Chen, Timothy I. Shaw

BMC Bioinform., December, 2023

Fast all versus all genotype comparison using DNA/RNA sequencing data: method and workflow.

Steven A. Eschrich, Xiaoqing Yu, Jamie K. Teer

BMC Bioinform., December, 2023

2020

Empirically-derived synthetic populations to mitigate small sample sizes.

Erin E. Fowler, Anders Berglund, Michael J. Schell, Thomas A. Sellers, Steven Eschrich, John J. Heine

J. Biomed. Informatics, 2020

GMSimpute: a generalized two-step Lasso approach to impute missing values in label-free mass spectrum analysis.

Qian Li, Kate Fisher, Wenjun Meng, Bin Fang, Eric A. Welsh, Eric B. Haura, John M. Koomen, Steven A. Eschrich, Brooke L. Fridley, Yian Ann Chen

Bioinform., 2020

2019

Patient Timelines for Research-Oriented Exploration of Longitudinal Cancer Patient Data: PT Explorer.

Rodrigo Carvajal, Guillermo González-Calderon, Miguel Betin-Montes, Rhoda Gai-Cherry, Jordan H. Creed, Joseph Markowitz, Travis A. Gerke, Steven A. Eschrich, Anders Berglund

Proceedings of the AMIA 2019, 2019

2014

Test-Retest Reproducibility Analysis of Lung CT Image Features.

Yoganand Balagurunathan, Virendra Kumar, Yuhua Gu, Jongphil Kim, Hua Wang, Ying Liu, Dmitry B. Goldgof, Lawrence O. Hall, René Korn, Binsheng Zhao, Lawrence H. Schwartz, Satrajit Basu, Steven Eschrich, Robert A. Gatenby, Robert J. Gillies

J. Digit. Imaging, 2014

2013

Iterative rank-order normalization of gene expression microarray data.

Eric A. Welsh, Steven Eschrich, Anders Berglund, David A. Fenstermacher

BMC Bioinform., 2013

2012

Iterative Feature perturbation as a gene Selector for microarray Data.

Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, John N. Korecki, Steven Eschrich

Int. J. Pattern Recognit. Artif. Intell., 2012

2011

Evolutionary computation with noise perturbation and cluster analysis to discover biomarker sets.

Ravi Mathur, J. David Schaffer, Walker H. Land Jr., John J. Heine, Steven Eschrich, Timothy Yeatman

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Partial Least Squares (PLS) Applied to Medical Bioinformatics.

Walker H. Land Jr., William S. Ford, Jin-Woo Park, Ravi Mathur, Nathan Hotchkiss, John J. Heine, Steven Eschrich, Xingye Qiao, Timothy Yeatman

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Procedure for stability analysis of gene selection from cross-site gene expression data.

John N. Korecki, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich

Proceedings of the IEEE International Conference on Systems, 2011

2010

Filtering for improved gene selection on microarray data.

Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich

Proceedings of the IEEE International Conference on Systems, 2010

2008

IPEP: an <i>in silico</i> tool to examine proteolytic peptides for mass spectrometry.

Dihui Lu, Richard Z. Liu, Victoria Izumi, David A. Fenstermacher, Eric B. Haura, John M. Koomen, Steven Eschrich

Bioinform., 2008

Feature selection for microarray data by AUC analysis.

Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich

Proceedings of the IEEE International Conference on Systems, 2008

2007

Libaffy: software for processing Affymetrix(R) GeneChip(R) data.

Steven Eschrich, Andrew M. Hoerter

Bioinform., 2007

Noise-Based Feature Perturbation as a Selection Method for Microarray Data.

Li Chen, Dmitry B. Goldgof, Lawrence O. Hall, Steven Eschrich

Proceedings of the Bioinformatics Research and Applications, Third International Symposium, 2007

Multivariate Feature Selection using Random Subspace Classifiers for Gene Expression Data.

Vidya P. Kamath, Lawrence O. Hall, Timothy Yeatman, Steven Eschrich

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2005

Microarray Normalization using proportional abundance.

Steven A. Eschrich, Craig A. Beam

Proceedings of the Advances in Bioinformatics and Its Applications, 2005

2004

A Comparison of Ensemble Creation Techniques.

Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich

Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

2003

Fast accurate fuzzy clustering through data reduction.

Steven Eschrich, Jingwei Ke, Lawrence O. Hall, Dmitry B. Goldgof

IEEE Trans. Fuzzy Syst., 2003

Is Error-Based Pruning Redeemable?

Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfield, Steven Eschrich, Richard Collins

Int. J. Artif. Intell. Tools, 2003

An expert system for evaluating risk in type-1 diabetes.

Lavanya Nallamshetty, Steven Eschrich, David Cuthbertson, Jamie Malloy, Dmitry B. Goldgof, Angela M. Alexander, Massimo Trucco, Jorma Ilonen, Hans K. Akerblom, Jeffrey P. Krischer

Proceedings of the IEEE International Conference on Systems, 2003

Comparing Pure Parallel Ensemble Creation Techniques Against Bagging.

Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfield, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Learning from soft partitions of data: reducing the variance.

Steven Eschrich, Lawrence O. Hall

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002

Generalization Methods in Bioinformatics.

Steven Eschrich, Nitesh V. Chawla, Lawrence O. Hall

Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), 2002

2001

Creating Ensembles of Classifiers.

Nitesh V. Chawla, Steven Eschrich, Lawrence O. Hall

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001