Full Description
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.
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 NeuroscienceData: 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 forHypertrophic 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.
