Bioinformatics for Omics Data : Methods and Protocols - Mayer, Bernd; SpringerLink (Online service) (Totowa, NJ : Humana Press : Imprint: Humana, 2011)
Omics Technologies, Data, and Bioinformatics Principles -- Data Standards for Omics Data: The Basis of Data Sharing and Reuse -- Omics Data Management and Annotation -- Data and Knowledge Management in Cross-Omics Research Projects -- Statistical Analysis Principles for Omics Data -- Statistical Methods and Models for Bridging Omics Data Levels -- Analysis of Time Course Omics Datasets -- The Use and Abuse of -Omes -- Computational Analysis of High Throughput Sequencing Data -- Analysis of Single Nucleotide Polymorphisms in Case-Control Studies -- Bioinformatics for Copy Number Variation Data -- Processing ChIP-chip Data: From the Scanner to the Browser -- Insights Into Global Mechanisms and Disease by Gene Expression Profiling -- Bioinformatics for RNomics -- Bioinformatics for Qualitative and Quantitative Proteomics -- Bioinformatics for Mass Spectrometry-Based Metabolomics -- Computational Analysis Workflows for Omics Data Interpretation -- Integration, Warehousing, and Analysis Strategies of Omics Data -- Integrating Omics Data for Signaling Pathways, Interactome Reconstruction, and Functional Analysis -- Network Inference from Time-Dependent Omics Data -- Omics and Literature Mining -- Omics-Bioinformatics in the Context of Clinical Data -- Omics-Based Identification of Pathophysiological Processes -- Data Mining Methods in Omics-Based Biomarker Discovery -- Integrated Bioinformatics Analysis for Cancer Target Identification -- Omics-Based Molecular Target and Biomarker Identification.
Keywords: Bioinformatics; Systems biology; Bioinformatics .; Computational biology .; Bioinformatics; Systems Biology; Computer Appl. in Life Sciences