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Author CAMDA '03 (2003 : Durham, N.C.)

Title Methods of microarray data analysis IV / edited by Jennifer S. Shoemaker, Simon M. Lin
Published New York : Springer, [2005]


Location Call no. Vol. Availability
 W'PONDS  572.8636 Lin/Mom  AVAILABLE
Description xvi, 256 pages : illustrations ; 24 cm
Contents Machine derived contents note: Introduction.- Cancer: Clinical Challenges and Opportunities.- Gene Expression Data and Survival Analysis.- The Needed Replicates of Arrays in Microarray Experiments for Reliable Statistical Evaluation.- Pooling Information Across Different Studies and Oligonucleotide Chip Types to Identify Prognostic Genes for Lung Cancer.- Application of Survival and Meta-Analysis to Gene Expression Data Combined from Two Studies.- Making Sense of Human Lung Carcinomas Gene Expression of Data.- Entropy and Survival-Based Weights to Combine Affymetrix Array Types and Analyze Differential Expression and Survival.- Associating Microarray Data with a Survival Endpoint.- Differential Correlation Detects Complex Associations Between Gene Expression and Clinical Outcomes in Lung Adenocarcinomas.- Probabilistic Lung Cancer Models Conditioned on Gene Expression Microarray Data.- Integration of Microarray Data for a Comparative Study of Classifiers and Indentification of Marker Genes.- Use of Microarray Data Via Model-based Classification in the Study and Prediction of Survival from Lung Cancer.- Microarray Data Analysis of Survival Times of Patients with Lung Adenocarcinomas Using ADC and K-Medians Clustering.- Higher Dimensional Approach for Classification of Lung Cancer Microarray Data.- Microarray Data Analysis Using Neural Network Classifiers and Gene Selection Methods.- A Combinatorial Approach to the Analysis of Differential Gene Expression Data.- Genes Associated with Prognosis in Adenocarcinoma Across Studies at Multiple Institutions.- Index
Summary "In this volume, four lung cancer data sets are the focus of analysis. We highlight three tutorial papers, including one to assist with a basic understanding of lung cancer, a review of survival analysis in the gene expression literature, and a paper on replication. In addition, fourteen papers presented at the conference are included. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state-of-the-art of microarray data analysis."--Jacket
Notes "The fourth CAMDA conference, held in November 2003"--Pref
Bibliography Includes bibliographical references and index
Notes Print version record
Subject DNA microarrays -- Data analysis -- Congresses
DNA microarrays -- Data processing -- Congresses.
Oligonucleotide Array Sequence Analysis.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Author Lin, Simon M., 1957-
Shoemaker, Jennifer S.
CAMDA '03 (4th : 2003 : Duke University Medical Center)
LC no. 2005297773
ISBN 0387230742
0387230777 e-book