Biomedical engineering and medical informatics are challenging and rapidly growing areas. Applications of information technology in these areas are of paramount imp- tance. The aim of the first ITBAM conference was to bring together scientists, - searchers and practitioners from different disciplines (mathematics, bioinformatics, biology, medicine, biomedical engineering and computer science) having such c- mon interests. We hope that ITBAM conferences will provide opportunities for fru- ful discussions between all attendees and provide a platform where participants can exchange their most recent results, identify future directions and challenges, initiate possible collaborative research and system development, and develop common l- guages for solving problems in the realm of biomedical engineering, bioinformatics and medical informatics. The importance of computer-aided diagnosis and therapy has drawn more and more attention worldwide and laid the foundation for modern medicine with excellent potential for promising applications such as telemedicine, Web-based healthcare and analysis of genetic information. For this conference, after a peer-review process, we finally selected 13 long papers and 8 short papers that are now published in this volume. They are divided in to the following groups: workflow management and database; decision support and data management in biomedicine; medical data modelling and information retrieval; data mining in bioinformatics; knowledge representation and data management in bio- formatics; biological data and signal processing. The papers show how broad the spectrum of topics in applications of information technology to biomedical engine- ing and medical informatics is.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Illustrationen
85
85 s/w Abbildungen
XII, 236 p. 85 illus.
Dateigröße
ISBN-13
978-3-642-15020-3 (9783642150203)
DOI
10.1007/978-3-642-15020-3
Schweitzer Klassifikation
Workflow Management and Database.- e-BioFlow: Improving Practical Use of Workflow Systems in Bioinformatics.- MEDCollector: Multisource Epidemic Data Collector.- Epidemic Marketplace: An Information Management System for Epidemiological Data.- Decision Support and Data Management in Biomedicine.- DCM Data Management Framework: A Data Warehousing Approach.- Automatic Classification of Intrapartal Fetal Heart-Rate Recordings - Can It Compete with Experts?.- Clinical Informatics to Diagnose Cardiac Diseases Based on Data Mining.- Decision Support in Biomedicine (Short Papers).- The Case-Based Software System for Physician's Decision Support.- SASAgent: An Agent Based Architecture for Search, Retrieval and Composition of e-Science Models and Tools.- Clustering of Protein Substructures for Discovery of a Novel Class of Sequence-Structure Fragments.- A Comorbidity Network Approach to Predict Disease Risk.- Mining and Post-processing of Association Rules in the Atherosclerosis Risk Domain.- Medical Data Modeling and Information Retrieval.- Optimized Column-Oriented Model: A Storage and Search Efficient Representation of Medical Data.- A Semantic Query Interface for the OGO Platform.- BioMedical Information Retrieval: The BioTracer Approach.- Data Mining in Bioinformatics.- A Self-organizing State Space Approach to Inferring Time-Varying Causalities between Regulatory Proteins.- Knowledge Representation and Data Management in Bioinformatics.- Retrieving Samples from Biobanks.- Logical Knowledge Representation of Regulatory Relations in Biomedical Pathways.- Smooth Introduction of Semantic Tagging in Genotyping Procedures.- Biological Data and Signal Processing.- Laboratory Kit for Oscillometry Measurement of Blood Pressure.- Initial Analysis of the EEG Signal ProcessingMethods for Studying Correlations between Muscle and Brain Activity.- Highlighting the Current Issues with Pride Suggestions for Improving the Performance of Real Time Cardiac Health Monitoring.
