Information Technology in Bio and Medical Informatics 5th International Conference ITBAM 2014 Munich Germany September 2 2014 Proceedings 1st Edition by Miroslav Bursa, Sami Khuri, M Elena Renda ISBN 9783319102641 978-3319102641

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Product details:

ISBN 10: 9783319102641 

ISBN 13: 978-3319102641

Author: Miroslav Bursa, Sami Khuri, M. Elena Renda

This book constitutes the refereed proceedings of the 5th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2014, held in Munich, Germany, in September 2014, in conjunction with DEXA 2014. The 9 revised long papers presented together with 3 short papers were carefully reviewed and selected from numerous submissions. The papers address the following topics: clustering and bioinformatics; medical image and data processing; and knowledge discovery and machine learning in medicine.

Table of contents: 

Clustering and Bioinformatics

1. BINOS4DNA: Bitmap Indexes and NoSQL for Identifying Species with DNA Signatures through Metagenomics Samples
2. Centroid Clustering of Cellular Lineage Trees
3. A Discussion on the Biological Relevance of Clustering Results

Medical Image and Data Processing

4. Segmentation and Kinetic Analysis of Breast Lesions in DCE-MR Imaging Using ICA
5. Quantitative Fetal Growth Curves Comparison: A Collaborative Approach

Poster Session

6. Knowledge Reasoning Model to Support Clinical Decision Making
7. Method for Knowledge Acquisition and Decision-Making Process Analysis in Clinical Decision Support System
8. Towards the Integration of the Knowledge from Biomedical Databases

Knowledge Discovery and Machine Learning in Medicine

9. Pervasive and Intelligent Decision Support in Intensive Medicine – The Complete Picture
10. Mining Medical Data to Obtain Fuzzy Predicates
11. On Patient’s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning
12. An Evolutionary Method for Exceptional Association Rule Set Discovery from Incomplete Database

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Miroslav Bursa,Sami Khuri,M Elena Renda,Information Technology,Medical Informatics,International Conference