Biological and Medical Data Analysis (eBook, PDF)

5th International Symposium, ISBMDA 2004, Barcelona, Spain, November 18-19, 2004, Proceedings
Redaktion: Barreiro, José María; Sanz, Ferran; Maojo, Víctor; Martin-Sanchez, Fernando

• Format: PDF

Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 512
• Erscheinungstermin: 21. Dezember 2004
• Englisch
• ISBN-13: 9783540305477
• Artikelnr.: 53134892

Autorenporträt

José María Barreiro, University of Madrid, Spain / Fernando Martin-Sanchez, Institute of Health "Carlos III", Madrid, Spain / Víctor Maojo, University of Madrid, Spain / Ferran Sanz, University of Barcelona, Spain

Inhaltsangabe

Data Analysis for Image Processing.- RF Inhomogeneity Correction Algorithm in Magnetic Resonance Imaging.- Fully 3D Wavelets MRI Compression.- A New Approach to Automatic Segmentation of Bone in Medical Magnetic Resonance Imaging.- An Accurate and Parallelizable Geometric Projector/Backprojector for 3D PET Image Reconstruction.- Data Visualization.- EEG Data and Data Analysis Visualization.- A Web Information System for Medical Image Management.- Reliable Space Leaping Using Distance Template.- Decision Support Systems.- A Rule-Based Knowledge System for Diagnosis of Mental Retardation.- Case-Based Diagnosis of Dysmorphic Syndromes.- Bayesian Prediction of Down Syndrome Based on Maternal Age and Four Serum Markers.- SOC: A Distributed Decision Support Architecture for Clinical Diagnosis.- Decision Support Server Architecture for Mobile Medical Applications.- Ordered Time-Independent CIG Learning.- SINCO: Intelligent System in Disease Prevention and Control. An Architectural Approach.- Could a Computer Based System for Evaluating Patients with Suspected Myocardial Infarction Improve Ambulance Allocation?.- On the Robustness of Feature Selection with Absent and Non-observed Features.- Design of a Neural Network Model as a Decision Making Aid in Renal Transplant.- Learning the Dose Adjustment for the Oral Anticoagulation Treatment.- Information Retrieval.- Thermal Medical Image Retrieval by Moment Invariants.- Knowledge Discovery and Data Mining.- Employing Maximum Mutual Information for Bayesian Classification.- Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support.- Selective Classifiers Can Be Too Restrictive: A Case-Study in Oesophageal Cancer.- A Performance Comparative Analysis Between Rule-Induction Algorithms and Clustering-Based Constructive Rule-Induction Algorithms. Application to Rheumatoid Arthritis.- Domain-Specific Particularities of Data Mining: Lessons Learned.- Statistical Methods and Tools for Biological and Medical Data Analysis.- A Structural Hierarchical Approach to Longitudinal Modeling of Effects of Air Pollution on Health Outcomes.- Replacing Indicator Variables by Fuzzy Membership Functions in Statistical Regression Models: Examples of Epidemiological Studies.- PCA Representation of ECG Signal as a Useful Tool for Detection of Premature Ventricular Beats in 3-Channel Holter Recording by Neural Network and Support Vector Machine Classifier.- Finding Relations in Medical Diagnoses and Procedures.- An Automatic Filtering Procedure for Processing Biomechanical Kinematic Signals.- Analysis of Cornea Transplant Tissue Rejection Delay in Mice Subjects.- Toward a Model of Clinical Trials.- Time Series Analysis.- Predicting Missing Parts in Time Series Using Uncertainty Theory.- Classification of Long-Term EEG Recordings.- Application of Quantitative Methods of Signal Processing to Automatic Classification of Long-Term EEG Records.- Semantic Reference Model in Medical Time Series.- Control of Artificial Hand via Recognition of EMG Signals.- Bioinformatics: Data Management and Analysis in Bioinformatics.- SEQPACKER: A Biologist-Friendly User Interface to Manipulate Nucleotide Sequences in Genomic Epidemiology.- Performing Ontology-Driven Gene Prediction Queries in a Multi-agent Environment.- Protein Folding in 2-Dimensional Lattices with Estimation of Distribution Algorithms.- Bioinformatics: Integration of Biological and Medical Data.- Quantitative Evaluation of Established Clustering Methods for Gene Expression Data.- DiseaseCard: A Web-Based Tool for the Collaborative Integration of Genetic and Medical Information.- Biomedical Informatics: From Past Experiences to the Infobiomed Network of Excellence.- Bioinformatics: Metabolic Data and Pathways.- Network Analysis of the Kinetics of Amino Acid Metabolism in a Liver Cell Bioreactor.- Model Selection and Adaptation for Biochemical Pathways.- NeoScreen: A Software Application for MS/MS Newborn Screening Analysis.- Bioinformatics: Microarray Data Analysis and Visualization.- Technological Platform to Aid the Exchange of Information and Applications Using Web Services.- Visualization of Biological Information with Circular Drawings.- Gene Selection Using Genetic Algorithms.- Knowledgeable Clustering of Microarray Data.- Correlation of Expression Between Different IMAGE Clones from the Same UniGene Cluster.