Artificial Intelligence in Medicine

16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings

  • Annette ten Teije
  • Christian Popow
  • John H. Holmes
  • Lucia Sacchi
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10259)

Table of contents

  1. Front Matter
    Pages I-XXV
  2. Ontologies and Knowledge Representation

    1. Front Matter
      Pages 1-1
    2. Manuel Quesada-Martínez, Jesualdo Tomás Fernández-Breis
      Pages 3-13
    3. Mélissa Mary, Lina F. Soualmia, Xavier Gansel, Stéfan Darmoni, Daniel Karlsson, Stefan Schulz
      Pages 14-23
    4. Hela Sfar, Nathan Ramoly, Amel Bouzeghoub, Beatrice Finance
      Pages 24-36
    5. Szymon Wilk, Adi Fux, Martin Michalowski, Mor Peleg, Pnina Soffer
      Pages 37-47
    6. Zhisheng Huang, Jie Yang, Frank van Harmelen, Qing Hu
      Pages 48-52
  3. Bayesian Methods

    1. Front Matter
      Pages 53-53
    2. Pedro Pereira Rodrigues, Daniela Ferreira-Santos, Ana Silva, Jorge Polónia, Inês Ribeiro-Vaz
      Pages 55-64
    3. Wolfgang Fruehwirt, Pengfei Zhang, Matthias Gerstgrasser, Dieter Grossegger, Reinhold Schmidt, Thomas Benke et al.
      Pages 65-75
    4. Elisabetta Sauta, Andrea Demartini, Francesca Vitali, Alberto Riva, Riccardo Bellazzi
      Pages 76-80
    5. Simon Rabinowicz, Arjen Hommersom, Raphaela Butz, Matt Williams
      Pages 81-85
  4. Temporal Methods

    1. Front Matter
      Pages 93-93
    2. Mate Beštek, Dragi Kocev, Sašo Džeroski, Andrej Brodnik, Rade Iljaž
      Pages 95-104
    3. Zuzana Rošt’áková, Georg Dorffner, Önder Aydemir, Roman Rosipal
      Pages 105-115
    4. Anita Valmarska, Dragana Miljkovic, Spiros Konitsiotis, Dimitris Gatsios, Nada Lavrač, Marko Robnik-Šikonja
      Pages 116-125
    5. Siqi Liu, Adam Wright, Milos Hauskrecht
      Pages 126-135
    6. Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin
      Pages 136-145
  5. Natural Language Processing

    1. Front Matter
      Pages 147-147

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 16th Conference on Artificial Intelligence in Medicine, AIME 2017, held in Vienna, Austria, in June 2017.

The 21 revised full and 23 short papers presented were carefully reviewed and selected from 113 submissions. The papers are organized in the following topical sections: ontologies and knowledge representation; Bayesian methods; temporal methods; natural language processing; health care processes; and machine learning, and a section with demo papers. 

Keywords

artificial intelligence machine learning natural language processing ontologies Bayesian networks knowledge representation and reasoning data mining text mining machine learning algorithms information extraction clinical decision support sytems computer-aided diagnosis probabilistic reasoning modeling methodologies biomedical informatics statistics support vector machines

Editors and affiliations

  1. 1.Vrije Universiteit AmsterdamAmsterdamThe Netherlands
  2. 2.Medical University of ViennaViennaAustria
  3. 3.University of PennsylvaniaPhiladelphiaUSA
  4. 4.University of PaviaPaviaItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59758-4
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59757-7
  • Online ISBN 978-3-319-59758-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book