Information Technology in Bio- and Medical Informatics Third International Conference, ITBAM 2012, Vienna, Austria, September 4-5, 2012, Proceedings

Başlık:

ISBN:

9783642323959

Edition:

2nd ed. 2012.

Yayın Bilgileri:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.

Fiziksel Tanımlama:

X, 173 p. 51 illus. online resource.

Series:

Information Systems and Applications, incl. Internet/Web, and HCI, 7451

Contents:

Intelligent Data Acquisition and Scoring System for Intensive Medicine -- Data Mining in the Study of the Chronic Obstructive Pulmonary Disease -- Practical Problems and Solutions in Hospital Information System Data Mining.- Using Generic Meta-Data-Models for Clustering Medical Data -- A Mobile Based Authorization Mechanism for Patient Managed Role Based Access Control -- Care@HOME: A Mobile Monitoring System for Patient Treatment and Blood Pressure Tracking -- An Integrative Clustering Approach Combining Particle Swarm Optimization and Formal Concept Analysis -- Link Prediction Approaches for Disease Networks.- Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data.-Argumentation to Represent and Reason over Biological Systems -- The Use of Design Specificity in Standardized Mean Difference for Analysis of High throughput RNA Interference Screens -- Toward a Translational Medicine Approach for Hypertrophic Cardiomyopathy -- Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation -- The Database of the Cardiovascular System Related Signals -- Patient Monitoring Using Bioimpedance Signal. Data Mining in the Study of the Chronic Obstructive Pulmonary Disease -- Practical Problems and Solutions in Hospital Information System Data Mining.- Using Generic Meta-Data-Models for Clustering Medical Data -- A Mobile Based Authorization Mechanism for Patient Managed Role Based Access Control -- Care@HOME: A Mobile Monitoring System for Patient Treatment and Blood Pressure Tracking -- An Integrative Clustering Approach Combining Particle Swarm Optimization and Formal Concept Analysis -- Link Prediction Approaches for Disease Networks.- Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data.-Argumentation to Represent and Reason over Biological Systems -- The Use of Design Specificity in Standardized Mean Difference for Analysis of High throughput RNA Interference Screens -- Toward a Translational Medicine Approach for Hypertrophic Cardiomyopathy -- Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation -- The Database of the Cardiovascular System Related Signals -- Patient Monitoring Using Bioimpedance Signal. .

Abstract:

This book constitutes the refereed proceedings of the Third International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2012, held in Vienna, Austria, September 2012, in conjunction with DEXA 2012. The 12 revised long papers and 3 revised short papers presented were carefully reviewed and selected from numerous submissions. The papers address the following topics: medical data mining and information retrieval; metadata models, prediction and mobile applications; systems biology and data mining in bioinformatics. The papers show how broad the spectrum of topics in applications of information technology to biomedical engineering and medical informatics is.

Subject Term:

Information storage and retrieval systems.

Data mining.

Database management.

Application software.

Bioinformatics.

Computer networks .

Information Storage and Retrieval.

Data Mining and Knowledge Discovery.

Computer and Information Systems Applications.

Computational and Systems Biology.

Computer Communication Networks.