Biological and Medical Data Analysis: 6th International Symposium, ISBMDA 2005, Aveiro, Portugal, November 10-11, 2005, Proceedings

ISBN-13: 9783540296744 / Angielski / Miękka / 2005 / 402 str.

José Luis Oliveira;Victor Maojo;Fernando Martin-Sanchez

Opis

This book constitutes the refereed proceedings of the 6th International Symposium on Biological and Medical Data Analysis, ISBMDA 2005, held in Aveiro, Portugal, in November 2005.

The 39 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on medical databases and information systems, data analysis and image processing, knowledge discovery and data mining, statistical methods and tools for biomedical data analysis, decision support systems, collaborative systems in biomedical informatics, as well as computational models, structural analysis, and microarray data analysis in the scope of bioinformatics.

Spis treści

Medical Databases and Information Systems.- Application of Three-Level Handprinted Documents Recognition in Medical Information Systems.- Data Management and Visualization Issues in a Fully Digital Echocardiography Laboratory.- A Framework Based on Web Services and Grid Technologies for Medical Image Registration.- Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform.- The Ontological Lens: Zooming in and out from Genomic to Clinical Level.- Data Analysis and Image Processing.- Dynamics of Vertebral Column Observed by Stereovision and Recurrent Neural Network Model.- Endocardial Tracking in Contrast Echocardiography Using Optical Flow.- Unfolding of Virtual Endoscopy Using Ray-Template.- Knowledge Discovery and Data Mining.- Integration of Genetic and Medical Information Through a Web Crawler System.- Vertical Integration of Bioinformatics Tools and Information Processing on Analysis Outcome.- A Grid Infrastructure for Text Mining of Full Text Articles and Creation of a Knowledge Base of Gene Relations.- Prediction of the Performance of Human Liver Cell Bioreactors by Donor Organ Data.- A Bioinformatic Approach to Epigenetic Susceptibility in Non-disjunctional Diseases.- Foreseeing Promising Bio-medical Findings for Effective Applications of Data Mining.- Statistical Methods and Tools for Biomedical Data Analysis.- Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation.- Hardware Approach to the Artificial Hand Control Algorithm Realization.- Improving the Therapeutic Performance of a Medical Bayesian Network Using Noisy Threshold Models.- SVM Detection of Premature Ectopic Excitations Based on Modified PCA.- Decision Support Systems.- A Text Corpora-Based Estimation of the Familiarity of Health Terminology.- On Sample Size and Classification Accuracy: A Performance Comparison.- Influenza Forecast: Comparison of Case-Based Reasoning and Statistical Methods.- Tumor Classification from Gene Expression Data: A Coding-Based Multiclass Learning Approach.- Boosted Decision Trees for Diagnosis Type of Hypertension.- Markov Chains Pattern Recognition Approach Applied to the Medical Diagnosis Tasks.- Computer-Aided Sequential Diagnosis Using Fuzzy Relations – Comparative Analysis of Methods.- Collaborative Systems in Biomedical Informatics.- Service Oriented Architecture for Biomedical Collaborative Research.- Simultaneous Scheduling of Replication and Computation for Bioinformatic Applications on the Grid.- The INFOBIOMED Network of Excellence: Developments for Facilitating Training and Mobility.- Bioinformatics: Computational Models.- Using Treemaps to Visualize Phylogenetic Trees.- An Ontological Approach to Represent Molecular Structure Information.- Focal Activity in Simulated LQT2 Models at Rapid Ventricular Pacing: Analysis of Cardiac Electrical Activity Using Grid-Based Computation.- Bioinformatics: Structural Analysis.- Extracting Molecular Diversity Between Populations Through Sequence Alignments.- Detection of Hydrophobic Clusters in Molecular Dynamics Protein Unfolding Simulations Using Association Rules.- Protein Secondary Structure Classifiers Fusion Using OWA.- Efficient Computation of Fitness Function by Pruning in Hydrophobic-Hydrophilic Model.- Evaluation of Fuzzy Measures in Profile Hidden Markov Models for Protein Sequences.- Bioinformatics: Microarray Data Analysis.- Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data.- Gene Selection and Classification of Human Lymphoma from Microarray Data.- Microarray Data Analysis and Management in Colorectal Cancer.