生物与医学数据分析 / 国际专题讨论会 会议录LNCS-4345

出版时间：2006-12  出版社：Springer  作者：Maglaveras, Nicos; Chouvarda, Ioanna; Koutkias, Vassilis  页数：496  

内容概要

This book constitutes the refereed proceedings of the 7th International Symposium on Biological and Medical Data Analysis, ISBMDA 2006, held in Thessaloniki, Greece, in December 2006.    The 28 revised full papers and 16 revised poster papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on functional genomics, sequence and structure analysis, biomedical models, databases and grids, semantics and information modelling, biomedical signal processing - time series analysis, biomedical image analysis and visualisation techniques, biomedical data analysis and interpretation, as well as decision support systems and diagnostic tools.

书籍目录

Bioinformatics: Functional Genomics　HLA and HIV Infection Progression: Application of the Minimum　Description Length Principle to Statistical Genetics　Visualization of Functional Aspects of microRNA Regulatory Networks　Using the Gene Ontology　A Novel Method for Classifying Subfamilies and Sub-subfamilies　of G-Protein Coupled Receptors　Integration Analysis of Diverse Genomic Data Using Multi-clustering　ResultsBioinformatics. Sequence and Structure Analysis　Effectivity of Internal Validation Techniques for Gene Clustering　Intrinsic Splicing Profile of Human Genes Undergoing Simple Cassette　Exon Events　Generalization Rules for Binarized Descriptors　Application of Combining Classifiers Using Dynamic Weights　to the Protein Secondary Structure Prediction   Comparative　Analysis of Fusion Methods　A Novel Data Mining Approach for the Accurate Prediction　of Translation Initiation Sites　SPSO: Synthetic Protein Sequence Oversampling for Imbalanced　Protein Data and Remote Homology DetectionBiomedical Models　Markov Modeling of Conformational Kinetics of Cardiac Ion Channel　Proteins　Insulin Sensitivity and Plasma Glucose Appearance Profile by Oral　Minimal Model in Normotensive and Normoglycemic Humans　Dynamic Model of Amino Acid and Carbohydrate Metabolism　in Primary Human Liver Cells　The Probabilities Mixture Model for Clustering Flow-Cytometric Data:　An Application to Gating Lymphocytes in Peripheral Blood　Integrative Mathematical Modeling for Analysis of Microcirculatory　Function　Searching and Visualizing Brain Networks in SchizophreniaDatabases and Grids　TRENCADIS - A Grid Architecture for Creating Virtual Repositories　of DICOM Objects in an OGSA-Based Ontological Framework　Minimizing Data Size for Efficient Data Reuse in Grid-Enabled Medical　Applications　Thinking Precedes Action: Using Software Engineering for the　Development of a Terminology Database to Improve Access to　Biomedical Documentation　Grid-Based Knowledge Discovery in Clinico-Genomic Data……Sematics and Information ModellingBiomedical Signal Processing-Time Series AnalysisBiomedical Image Analysis and Visualistaion TechniquesBionmedical Data Analysis and InterpretationDecision Support Systems and Diagnostic ToolsAuthor Index