Data Mining in Proteomics : From Standards to Applications /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Hamacher, Michael. (Editor ), Eisenacher, Martin. (Editor ), Stephan, Christian. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Totowa, NJ : Humana Press : Imprint: Humana, 2011.
Edición:1st ed. 2011.
Colección:Methods in Molecular Biology, 696
Materias:
Tabla de Contenidos:
  • Instruments and Methods in Proteomics
  • In-Depth Protein Characterization by Mass Spectrometry
  • Analysis of Phosphoproteomics Data
  • The Origin and Early Reception of Sequence Databases
  • Laboratory Data and Sample Management for Proteomics
  • PRIDE and ‘Database on Demand’ as Valuable Tools for Computational Proteomics
  • Analyzing Proteomics Identifications in the Context of Functional and Structural Protein Annotation: Integrating Annotation Using PICR, DAS, and BioMart
  • Tranche Distributed Repository and ProteomeCommons.org
  • Data Standardization by the HUPO-PSI: How Has the Community Benefitted?
  • mzIdentML: An Open Community-Built Standard Format for the Results of Proteomics Spectrum Identification Algorithms
  • Spectra, Chromatograms, Metadata: mzML – The Standard Data Format for Mass Spectrometer Output
  • imzML: Imaging Mass Spectrometry Markup Language – A Common Data Format for Mass Spectrometry Imaging
  • Tandem Mass Spectrometry Spectral Libraries and Library Searching
  • Inter-Lab Proteomics: Data Mining in Collaborative Projects on the Basis of the HUPO Brain Proteome Project´s Pilot Studies
  • Data Management and Data Integration in the HUPO Plasma Proteome Project
  • Statistics in Experimental Design, Preprocessing, and Analysis of Proteomics Data
  • The Evolution of Protein Interaction Networks
  • Cytoscape: Software for Visualization and Analysis of Biological Networks
  • Text Mining for Systems Modelling
  • Identification of Alternatively Spliced Transcripts Using a Proteomic Informatics Approach
  • Distributions of Ion Series in ETD and CID Spectra: Making a Comparison
  • Evaluation of Peak Picking Algorithms for Protein Mass Spectrometry
  • OpenMS and TOPP: Open Source Software for LC-MS Data Analysis
  • LC/MS Data Processing for Label-Free Quantitative Analysis
  • Spectral Properties of Correlation Matrices: Towards Enhanced Spectral Clustering
  • Standards, Databases, and Modeling Tools in Systems Biology
  • Modelling of Cellular Processes: Methods, Data, and Requirements.