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Information Technology in Bio- and Medical Informatics

5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Miroslav Bursa

    1. Faculty of Electrical Engineering, Department of Cybernetics, Czech Technical University in Prague, Prague 6, Czech Republic

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  2. Sami Khuri

    1. Department of Computer Science, San Jose State University, San Jose, USA

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  3. M. Elena Renda

    1. Istituto di Informatica e Telematica del CNR, Pisa, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8649)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: ITBAM 2014.

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Table of contents (12 papers)

  1. Front Matter

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  2. Clustering and Bioinformatics

    1. BINOS4DNA: Bitmap Indexes and NoSQL for Identifying Species with DNA Signatures through Metagenomics Samples

      • Ramin Karimi, Ladjel Bellatreche, Patrick Girard, Ahcene Boukorca, Andras Hajdu
      Pages 1-14

    2. Centroid Clustering of Cellular Lineage Trees

      • Valeriy Khakhutskyy, Michael Schwarzfischer, Nina Hubig, Claudia Plant, Carsten Marr, Michael A. Rieger et al.
      Pages 15-29

    3. A Discussion on the Biological Relevance of Clustering Results

      • Pietro Hiram Guzzi, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo
      Pages 30-44

  3. Medical Image and Data Processing

    1. Segmentation and Kinetic Analysis of Breast Lesions in DCE-MR Imaging Using ICA

      • Sebastian Goebl, Anke Meyer-Baese, Marc Lobbes, Claudia Plant
      Pages 45-59

    2. Quantitative Fetal Growth Curves Comparison: A Collaborative Approach

      • Mario A. Bochicchio, Lucia Vaira, Antonella Longo, Antonio Malvasi, Andrea Tinelli
      Pages 60-74

  4. Poster Session

    1. Knowledge Reasoning Model to Support Clinical Decision Making

      • Qingshan Li, Jing Feng, Lu Wang, Hua Chu, WeiJuan Fu
      Pages 75-78

    2. Method for Knowledge Acquisition and Decision-Making Process Analysis in Clinical Decision Support System

      • Qingshan Li, Jing Feng, Lu Wang, Hua Chu, He Yu
      Pages 79-82

    3. Towards the Integration of the Knowledge from Biomedical Databases

      • Eshref Januzaj
      Pages 83-86

  5. Knowledge Discovery and Machine Learning in Medicine

    1. Pervasive and Intelligent Decision Support in Intensive Medicine – The Complete Picture

      • Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva, Fernando Rua
      Pages 87-102

    2. Mining Medical Data to Obtain Fuzzy Predicates

      • Taymi Ceruto, Orenia Lapeira, Annika Tonch, Claudia Plant, Rafael Espin, Alejandro Rosete
      Pages 103-117

    3. On Patient’s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning

      • František Babič, Ljiljana Majnarić, Alexandra Lukáčová, Ján Paralič, Andreas Holzinger
      Pages 118-132

    4. An Evolutionary Method for Exceptional Association Rule Set Discovery from Incomplete Database

      • Kaoru Shimada, Takashi Hanioka
      Pages 133-147

  6. Back Matter

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Other volumes

  1. Information Technology in Bio- and Medical Informatics

Keywords

About this book

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.

Editors and Affiliations

  • Faculty of Electrical Engineering, Department of Cybernetics, Czech Technical University in Prague, Prague 6, Czech Republic

    Miroslav Bursa

  • Department of Computer Science, San Jose State University, San Jose, USA

    Sami Khuri

  • Istituto di Informatica e Telematica del CNR, Pisa, Italy

    M. Elena Renda

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