2005

Methods of Microarray Data Analysis

Editors:

ISBN: 978-0-387-23074-0 (Print) 978-0-387-23077-1 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages i-xvi

  2. No Access

    Book Chapter

    Pages 1-8

    Introduction

  3. No Access

    Book Chapter

    Pages 9-20

    Cancer: Clinical Challenges and Opportunities

  4. No Access

    Book Chapter

    Pages 21-34

    Gene Expression Data and Survival Analysis

  5. No Access

    Book Chapter

    Pages 35-49

    The Needed Replicates of Arrays in Microarray Experiments for Reliable Statistical Evaluation

  6. No Access

    Book Chapter

    Pages 51-66

    Pooling Information Across Different Studies and Oligonucleotide Chip Types to Identify Prognostic Genes for Lung Cancer

  7. No Access

    Book Chapter

    Pages 67-80

    Application of Survival and Meta-analysis to Gene Expression Data Combined from Two Studies

  8. No Access

    Book Chapter

    Pages 81-94

    Making Sense of Human Lung Carcinomas Gene Expression Data: Integration and Analysis of Two Affymetrix Platform Experiments

  9. No Access

    Book Chapter

    Pages 95-108

    Entropy and Survival-based Weights to Combine Affymetrix Array Types and Analyze Differential Expression and Survival

  10. No Access

    Book Chapter

    Pages 109-120

    Associating Microarray Data with a Survival Endpoint

  11. No Access

    Book Chapter

    Pages 121-131

    Differential Correlation Detects Complex Associations Between Gene Expression and Clinical Outcomes in Lung Adenocarcinomas

  12. No Access

    Book Chapter

    Pages 133-146

    Probabilistic Lung Cancer Models Conditioned on Gene Expression Microarray Data

  13. No Access

    Book Chapter

    Pages 147-162

    Integration of Microarray Data for a Comparative Study of Classifiers and Identification of Marker Genes

  14. No Access

    Book Chapter

    Pages 163-173

    Use of Micro Array Data via Model-based Classification in the Study and Prediction of Survival from Lung Cancer

  15. No Access

    Book Chapter

    Pages 175-190

    Microarray Data Analysis of Survival Times of Patients with Lung Adenocarcinomas Using ADC and K-Medians Clustering

  16. No Access

    Book Chapter

    Pages 191-205

    Higher Dimensional Approach for Classification of Lung Cancer Microarray Data

  17. No Access

    Book Chapter

    Pages 207-222

    Microarray Data Analysis Using Neural Network Classifiers and Gene Selection Methods

  18. No Access

    Book Chapter

    Pages 223-238

    A Combinatorial Approach to the Analysis of Differential Gene Expression Data

  19. No Access

    Book Chapter

    Pages 239-253

    Genes Associated with Prognosis in Adenocarcinoma Across Studies at Multiple Institutions

  20. Back Matter

    Pages 255-256