Steven Eschrich

发表

An Application of a New Hybrid for Feature Selection Using Colorectal Cancer Microarray Data

Alda Mizaku, John J. Heine, Thomas D. Raway, 2008 .

An expert system for evaluating risk in type-1 diabetes

Dmitry B. Goldgof, Jeffrey P. Krischer, Steven Eschrich, 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

Creating ensembles of classifiers

Nitesh V. Chawla, Lawrence O. Hall, Steven Eschrich, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Abstract 3226: Facilitating personalized medicine with cloud-based storage and analytics

Rachel Howard, Howard L. McLeod, Steven Eschrich, 2020 .

Feature selection for microarray data by AUC analysis

Lawrence O. Hall, Dmitry B. Goldgof, Juana Canul-Reich, 2008, 2008 IEEE International Conference on Systems, Man and Cybernetics.

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

J. David Schaffer, Ravi Mathur, John J. Heine, 2011, Complex Adaptive Systems.

Filtering for improved gene selection on microarray data

Lawrence O. Hall, Dmitry B. Goldgof, Juana Canul-Reich, 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics.

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

Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

A Comparison of Ensemble Creation Techniques

Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer, 2004, Multiple Classifier Systems.

Test–Retest Reproducibility Analysis of Lung CT Image Features

Robert J. Gillies, Ying Liu, Hua Wang, 2014, Journal of Digital Imaging.

Iterative Feature perturbation as a gene Selector for microarray Data

Lawrence O. Hall, Dmitry B. Goldgof, Juana Canul-Reich, 2012, Int. J. Pattern Recognit. Artif. Intell..

Iterative rank-order normalization of gene expression microarray data

Anders Berglund, Steven Eschrich, David A. Fenstermacher, 2013, BMC Bioinformatics.

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

Steven Eschrich, Andrew M. Hoerter, 2007, Bioinform..

Comparing pure parallel ensemble creation techniques against bagging

Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer, 2003, Third IEEE International Conference on Data Mining.

Is Error-Based Pruning Redeemable?

Lawrence O. Hall, Kevin W. Bowyer, Richard Collins, 2003, Int. J. Artif. Intell. Tools.

Partial Least Squares (PLS) Applied to Medical Bioinformatics

Ravi Mathur, Jin-Woo Park, Steven Eschrich, 2011, Complex Adaptive Systems.

Generalization Methods in Bioinformatics

Nitesh V. Chawla, Lawrence O. Hall, Steven Eschrich, 2002, BIOKDD.

Multivariate Feature Selection using Random Subspace Classifiers for Gene Expression Data

Lawrence O. Hall, Steven Eschrich, Timothy Yeatman, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

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

Li Chen, Lawrence O. Hall, Dmitry B. Goldgof, 2007, ISBRA.

IPEP: an in silico tool to examine proteolytic peptides for mass spectrometry

Steven Eschrich, Victoria Izumi, John Koomen, 2008, Bioinform..

Fast Accurate Fuzzy Clustering through Data Reduction

Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich, 2003 .

Molecular and Cellular Pathobiology The Metabolomic Signature of Malignant Glioma Re fl ects Accelerated Anabolic Metabolism

Steven Eschrich, Xiaotao Qu, Prakash Chinnaiyan, 2012 .

Gene expression–based survival prediction in lung adenocarcinoma: a multi-site, blinded validation study

Igor Jurisica, Kerby Shedden, Steven Eschrich, 2008, Nature Medicine.

Elucidation of a protein signature discriminating six common types of adenocarcinoma

Steven Eschrich, Gregory C Bloom, Domenico Coppola, 2007, International journal of cancer.

Molecular Systems Biology Peer Review Process File Perturbation of the Mutated Egfr Interactome Identifies Vulnerabilities and Resistance Mechanisms Transaction Report

Bin Fang, Steven Eschrich, Giulio Superti-Furga, 2022 .

An Exact Test for Detecting Inconsistency in Readers Interpretation Over Time in Screening Mammograms

Steven Eschrich, Craig Beam, Ji-Hyun Lee, 2007, Biometrical journal. Biometrische Zeitschrift.

DNA microarrays and data analysis: an overview.

Steven Eschrich, T. Yeatman, S. Eschrich, 2004, Surgery.

Quantitative Computed Tomographic Descriptors Associate Tumor Shape Complexity and Intratumor Heterogeneity with Prognosis in Lung Adenocarcinoma

Robert J. Gillies, Robert A. Gatenby, Andre Dekker, 2015, PloS one.

Iterative feature perturbation method as a gene selector for microarray data

Juana Canul-Reich, Dmitry Goldgof, Steven Eschrich, 2009 .

The radiosensitivity index predicts for overall survival in glioblastoma

Steven Eschrich, William J Fulp, Prakash Chinnaiyan, 2015, Oncotarget.

A chemical and phosphoproteomic characterization of dasatinib action in lung cancer

Bin Fang, Steven Eschrich, Giulio Superti-Furga, 2010, Nature chemical biology.

Prediction of radiation sensitivity using a gene expression classifier.

Steven Eschrich, Timothy Yeatman, T. Yeatman, 2005, Cancer research.

BVES regulates EMT in human corneal and colon cancer cells and is silenced via promoter methylation in human colorectal carcinoma.

Xi Chen, Frederick R Haselton, Steven Eschrich, 2011, The Journal of clinical investigation.

Differential association of STK11 and TP53 with KRAS mutation-associated gene expression, proliferation and immune surveillance in lung adenocarcinoma

Steven Eschrich, Dung-Tsa Chen, William J. Fulp, 2015, Oncogene.

Systems biology modeling of the radiation sensitivity network: a biomarker discovery platform.

Steven Eschrich, David Boulware, Ji-Hyun Lee, 2009, International journal of radiation oncology, biology, physics.