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Artificial Intelligence in Medicine

14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 -- June 1, 2013, Proceedings

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7885)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): AIME: International Conference on Artificial Intelligence in Medicine

Conference proceedings info: AIME 2013.

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Table of contents (43 papers)

  1. Front Matter

  2. Decision Support, Guidelines and Protocols

    1. A Multi-agent Planning Approach for the Generation of Personalized Treatment Plans of Comorbid Patients

      • Inmaculada Sánchez-Garzón, Juan Fdez-Olivares, Eva Onaindía, Gonzalo Milla, Jaume Jordán, Pablo Castejón
      Pages 23-27
  3. Semantic Technology I

    1. Rule-Based Formalization of Eligibility Criteria for Clinical Trials

      • Zhisheng Huang, Annette ten Teije, Frank van Harmelen
      Pages 38-47
    2. Characterizing Health-Related Information Needs of Domain Experts

      • Eya Znaidi, Lynda Tamine, Cecile Chouquet, Chiraz Latiri
      Pages 48-57
    3. Comparison of Clustering Approaches through Their Application to Pharmacovigilance Terms

      • Marie Dupuch, Christopher Engström, Sergei Silvestrov, Thierry Hamon, Natalia Grabar
      Pages 58-67
    4. Trusting Intensive Care Unit (ICU) Medical Data: A Semantic Web Approach

      • Laura Moss, David Corsar, Ian Piper, John Kinsella
      Pages 68-72
    5. Learning Formal Definitions for Snomed CT from Text

      • Yue Ma, Felix Distel
      Pages 73-77
  4. Bioinformatics

    1. Knowledge-Based Identification of Multicomponent Therapies

      • Francesca Vitali, Francesca Mulas, Pietro Marini, Riccardo Bellazzi
      Pages 94-98
    2. Enhancing Random Forests Performance in Microarray Data Classification

      • Nicoletta Dessì, Gabriele Milia, Barbara Pes
      Pages 99-103
    3. Copy–Number Alterations for Tumor Progression Inference

      • Claudia Cava, Italo Zoppis, Manuela Gariboldi, Isabella Castiglioni, Giancarlo Mauri, Marco Antoniotti
      Pages 104-109
    4. Constraining Protein Docking with Coevolution Data for Medical Research

      • Ludwig Krippahl, Fábio Madeira, Pedro Barahona
      Pages 110-114
  5. Machine Learning

    1. Single- and Multi-label Prediction of Burden on Families of Schizophrenia Patients

      • Pablo Bermejo, Marta Lucas, José A. Rodríguez-Montes, Pedro J. Tárraga, Javier Lucas, José A. Gámez et al.
      Pages 115-124
    2. Predicting Adverse Drug Events by Analyzing Electronic Patient Records

      • Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström
      Pages 125-129

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About this book

This book constitutes the refereed proceedings of the 14th Conference on Artificial Intelligence in Medicine, AIME 2013, held in Murcia, Spain, in May/June 2013. The 43 revised full and short papers presented were carefully reviewed and selected from 82 submissions. The papers are organized in the following topical sections: decision support, guidelines and protocols; semantic technology; bioinformatics; machine learning; probabilistic modeling and reasoning; image and signal processing; temporal data visualization and analysis; and natural language processing.

Editors and Affiliations

  • Academic Medical Center, Dept. of Medical Informatics, University of Amsterdam, Amsterdam, The Netherlands

    Niels Peek

  • Dept. of Information Egineering and Communications, University of Murcia, Espinardo, Spain

    Roque Marín Morales

  • Department of Information Systems, University of Haifa, Haifa, Israel

    Mor Peleg

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access