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.
Author(s): Jerzy Sas, Marek Kurzynski (auth.), José Luís Oliveira, Víctor Maojo, Fernando Martín-Sánchez, António Sousa Pereira (eds.)
Series: Lecture Notes in Computer Science 3745 : Lecture Notes in Bioinformatics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005
Language: English
Pages: 402
Tags: Database Management; Artificial Intelligence (incl. Robotics); Information Storage and Retrieval; Probability and Statistics in Computer Science; Bioinformatics; Health Informatics
Front Matter....Pages -
Application of Three-Level Handprinted Documents Recognition in Medical Information Systems....Pages 1-12
Data Management and Visualization Issues in a Fully Digital Echocardiography Laboratory....Pages 13-21
A Framework Based on Web Services and Grid Technologies for Medical Image Registration....Pages 22-33
Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform....Pages 34-43
The Ontological Lens: Zooming in and out from Genomic to Clinical Level....Pages 44-50
Dynamics of Vertebral Column Observed by Stereovision and Recurrent Neural Network Model....Pages 51-60
Endocardial Tracking in Contrast Echocardiography Using Optical Flow....Pages 61-68
Unfolding of Virtual Endoscopy Using Ray-Template....Pages 69-77
Integration of Genetic and Medical Information Through a Web Crawler System....Pages 78-88
Vertical Integration of Bioinformatics Tools and Information Processing on Analysis Outcome....Pages 89-100
A Grid Infrastructure for Text Mining of Full Text Articles and Creation of a Knowledge Base of Gene Relations....Pages 101-108
Prediction of the Performance of Human Liver Cell Bioreactors by Donor Organ Data....Pages 109-119
A Bioinformatic Approach to Epigenetic Susceptibility in Non-disjunctional Diseases....Pages 120-129
Foreseeing Promising Bio-medical Findings for Effective Applications of Data Mining....Pages 130-136
Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation....Pages 137-148
Hardware Approach to the Artificial Hand Control Algorithm Realization....Pages 149-160
Improving the Therapeutic Performance of a Medical Bayesian Network Using Noisy Threshold Models....Pages 161-172
SVM Detection of Premature Ectopic Excitations Based on Modified PCA....Pages 173-183
A Text Corpora-Based Estimation of the Familiarity of Health Terminology....Pages 184-192
On Sample Size and Classification Accuracy: A Performance Comparison....Pages 193-201
Influenza Forecast: Comparison of Case-Based Reasoning and Statistical Methods....Pages 202-210
Tumor Classification from Gene Expression Data: A Coding-Based Multiclass Learning Approach....Pages 211-222
Boosted Decision Trees for Diagnosis Type of Hypertension....Pages 223-230
Markov Chains Pattern Recognition Approach Applied to the Medical Diagnosis Tasks....Pages 231-241
Computer-Aided Sequential Diagnosis Using Fuzzy Relations – Comparative Analysis of Methods....Pages 242-251
Service Oriented Architecture for Biomedical Collaborative Research....Pages 252-261
Simultaneous Scheduling of Replication and Computation for Bioinformatic Applications on the Grid....Pages 262-273
The INFOBIOMED Network of Excellence: Developments for Facilitating Training and Mobility....Pages 274-282
Using Treemaps to Visualize Phylogenetic Trees....Pages 283-293
An Ontological Approach to Represent Molecular Structure Information....Pages 294-304
Focal Activity in Simulated LQT2 Models at Rapid Ventricular Pacing: Analysis of Cardiac Electrical Activity Using Grid-Based Computation....Pages 305-316
Extracting Molecular Diversity Between Populations Through Sequence Alignments....Pages 317-328
Detection of Hydrophobic Clusters in Molecular Dynamics Protein Unfolding Simulations Using Association Rules....Pages 329-337
Protein Secondary Structure Classifiers Fusion Using OWA....Pages 338-345
Efficient Computation of Fitness Function by Pruning in Hydrophobic-Hydrophilic Model....Pages 346-354
Evaluation of Fuzzy Measures in Profile Hidden Markov Models for Protein Sequences....Pages 355-366
Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data....Pages 367-378
Gene Selection and Classification of Human Lymphoma from Microarray Data....Pages 379-390
Microarray Data Analysis and Management in Colorectal Cancer....Pages 391-400
Back Matter....Pages -
