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Biological and Medical Data Analysis

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Produktnummer: 16A3613889
Themengebiete: Bioinformatik Database Datenbank Informatik / Bioinformatik Medizin / Hilfswissenschaften
Veröffentlichungsdatum: 18.11.2004
EAN: 9783540239642
Sprache: Englisch
Seitenzahl: 524
Produktart: Kartoniert / Broschiert
Herausgeber: Barreiro, José María Maojo, Víctor Martin-Sanchez, Fernando Sanz, Ferran
Verlag: Springer Springer-Verlag GmbH
Untertitel: 5th International Symposium, ISBMDA 2004, Barcelona, Spain, November 18-19, 2004, Proceedings
Produktinformationen "Biological and Medical Data Analysis"
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 A
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