生物与医学数据分析 / 国际专题讨论会 会议录LNCS-4345:Biological and medical data analysis
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作者： Nicos Maglaveras 著
出 版 社： 广东教育出版社
出版时间： 2006-12-1字数：版次： 1页数： 496印刷时间： 2006/12/01开本：印次：纸张： 胶版纸I S B N ： 9783540680635包装： 平装编辑推荐
LNBI is devoted to the publication of state-of-the-art research results in bio-informatics and computational biology, at a high level and in both printedand electronic versions - making use of the well-established LNCS publication machinery. As with the LNCS mother series, refereed proceedings and postpro-ceedings are at the core of LNBI, however, similar to the color cover sub-lines in LNCS, tutorials and state-of-the-art surveys are also invited for LNBI.
内容简介
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.
目录
Bioinformatics: Functional Genomics
HLA and HIV Infection Progression: Application of the MinimumDescription Length Principle to Statistical Genetics
Visualization of Functional Aspects of microRNA Regulatory NetworksUsing the Gene Ontology
A Novel Method for Classifying Subfamilies and Sub-subfamiliesof G-Protein Coupled Receptors
Integration Analysis of Diverse Genomic Data Using Multi-clusteringResults
Bioinformatics. Sequence and Structure Analysis
Effectivity of Internal Validation Techniques for Gene Clustering
Intrinsic Splicing Profile of Human Genes Undergoing Simple CassetteExon Events
Generalization Rules for Binarized Descriptors
Application of Combining Classifiers Using Dynamic Weightsto the Protein Secondary Structure Prediction ComparativeAnalysis of Fusion Methods
A Novel Data Mining Approach for the Accurate Predictionof Translation Initiation Sites
SPSO: Synthetic Protein Sequence Oversampling for ImbalancedProtein Data and Remote Homology Detection
Biomedical Models
Markov Modeling of Conformational Kinetics of Cardiac Ion ChannelProteins
Insulin Sensitivity and Plasma Glucose Appearance Profile by OralMinimal Model in Normotensive and Normoglycemic Humans
Dynamic Model of Amino Acid and Carbohydrate Metabolismin 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 MicrocirculatoryFunction
Searching and Visualizing Brain Networks in Schizophrenia
Databases and Grids
TRENCADIS - A Grid Architecture for Creating Virtual Repositoriesof DICOM Objects in an OGSA-Based Ontological Framework
Minimizing Data Size for Efficient Data Reuse in Grid-Enabled MedicalApplications
Thinking Precedes Action: Using Software Engineering for theDevelopment of a Terminology Database to Improve Access toBiomedical Documentation
Grid-Based Knowledge Discovery in Clinico-Genomic Data
……
Sematics and Information Modelling
Biomedical Signal Processing-Time Series Analysis
Biomedical Image Analysis and Visualistaion Techniques
Bionmedical Data Analysis and Interpretation
Decision Support Systems and Diagnostic Tools
Author Index
