Computational and Statistical Approaches to Genomics - Wei Zhang; Shmulevich, Ilya.; SpringerLink (Online service) (New York, NY : Springer US : Imprint: Springer, 2002)
Microarray Image Analysis and Gene Expression Ratio Statistics -- Statistical Considerations in the Assessment of cDNA Microarray Data Obtained Using Amplification -- Sources of Variation in Microarray Experiments -- Studentizing Microarray Data -- Exploratory Clustering of Gene Expression Profiles of Mutated Yeast Strains -- Selecting Informative Genes for Cancer Classification Using Gene Expression Data -- Design Issues and Comparison of Methods for Microarray-Based Classification -- Analyzing Protein Sequences Using Signal Analysis Techniques -- Statistics of the Numbers of Transcripts and Protein Sequences Encoded in the Genome -- Normalized Maximum Likelihood Models for Boolean Regression with Application to Prediction and Classification in Genomics -- Inference of Genetic Regulatory Networks Via Best-Fit Extensions -- Regularization and Noise Injection for Improving Genetic Network Models -- Parallel Computation and Visualization Tools for Codetermination Analysis of Multivariate Gene Expression Relations -- Human Glioma Diagnosis from Gene Expression Data -- Application of DNA Microarray Technology to Clinical Biopsies of Breast Cancer -- Alternative Splicing: Genetic Complexity in Cancer -- Single-Nucleotide Polymorphisms, DNA Repair, and Cancer.
Keywords: Animal anatomy; Cancer research; Biotechnology; Signal processing; Image processing; Speech processing systems; Statistics .; Animal Anatomy / Morphology / Histology; Cancer Research; Biotechnology; Signal, Image and Speech Processing; Statistics, general