Methods of Microarray Data Analysis II Papers from CAMDA '01 - Lin, Simon M.; Johnson, Kimberly F.; SpringerLink (Online service) (New York, NY : Springer US : Imprint: Springer, 2002)
An Introduction to DNA Microarrays -- Experimental Design for Gene Microarray Experiments and Differential Expression Analysis -- Microarray Data Processing and Analysis -- Biology-driven Clustering of Microarray Data -- Extracting Global Structure from Gene Expression Profiles -- Supervised Neural Networks for Clustering Conditions in DNA Array Data After Reducing Noise by Clustering Gene Expression Profiles -- Bayesian Decomposition Analysis of Gene Expression in Yeast Deletion Mutants -- Using Functional Genomic Units to Corroborate User Experiments with the Rosetta Compendium -- Fishing Expedition - a Supervised Approach to Extract Patterns from a Compendium of Expression Profiles -- Modeling Pharmacogenomics of the NCI-60 Anticancer Data Set: Utilizing Kernel Pls to Correlate the Microarray Data to Therapeutic Responses -- Analysis of Gene Expression Profiles and Drug Activity Patterns by Clustering and Bayesian Network Learning -- Evaluation of Current Methods of Testing Differential Gene expression and Beyond -- Extracting Knowledge from Genomic Experiments by Incorporating the Biomedical Literature.
Keywords: Biochemistry; Human genetics; Statistics .; Biochemistry, general; Human Genetics; Statistics for Life Sciences, Medicine, Health Sciences