Oliveira / Maojo / Martin-Sanchez Biological and Medical Data Analysis

6th International Symposium, ISBMDA 2005, Aveiro, Portugal, November 10-11, 2005, Proceedings
2005
ISBN: 978-3-540-31658-9
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 402 Seiten, eBook

Reihe: Lecture Notes in Bioinformatics

Zielgruppe

Research

Autoren/Hrsg.

Oliveira, José Luis

Maojo, Víctor

Martin-Sanchez, Fernando

Sousa Pereira, António

Inhaltsverzeichnis

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.