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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)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, 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
    2. Alfonso E. Gerevini, Alberto Lavelli, Alessandro Maffi, Roberto Maroldi, Anne-Lyse Minard, Ivan Serina et al.
      Pages 149-159
    3. Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Souf
      Pages 160-170
    4. Elena Viorica Epure, Rébecca Deneckere, Camille Salinesi
      Pages 182-192
    5. Elisa Salvi, Enea Parimbelli, Alessia Basadonne, Natalia Viani, Anna Cavallini, Giuseppe Micieli et al.
      Pages 193-197
    6. Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori et al.
      Pages 198-202
    7. Vincent Claveau, Lucas Emanuel Silva Oliveira, Guillaume Bouzillé, Marc Cuggia, Claudia Maria Cabral Moro, Natalia Grabar
      Pages 203-208
    8. Nicholas Cummins, Bogdan Vlasenko, Hesam Sagha, Björn Schuller
      Pages 209-214
    9. Margherita Zorzi, Carlo Combi, Gabriele Pozzani, Elena Arzenton, Ugo Moretti
      Pages 215-220
  6. Health Care Processes

    1. Front Matter
      Pages 221-221
    2. Carlo Combi, Barbara Oliboni, Francesca Zerbato
      Pages 223-233
    3. Yann Dauxais, Thomas Guyet, David Gross-Amblard, André Happe
      Pages 234-244
    4. Mor Peleg, Tiffany I. Leung, Manisha Desai, Michel Dumontier
      Pages 245-255
    5. Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
      Pages 256-260
    6. Thomas Guyet, André Happe, Yann Dauxais
      Pages 261-266
    7. Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi
      Pages 267-271
    8. Miquel Bofill, Marcos Calderón, Francesc Castro, Esteve Del Acebo, Pablo Delgado, Marc Garcia et al.
      Pages 272-277
    9. Yann Rivault, Nolwenn Le Meur, Olivier Dameron
      Pages 278-282
  7. Machine Learning

    1. Front Matter
      Pages 283-283
    2. Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu, Hélder Araújo, João Santos
      Pages 285-294
    3. Yasunori Yamada, Masatomo Kobayashi
      Pages 295-304
    4. Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
      Pages 305-315
    5. Andreas Karwath, Markus Hubrich, Stefan Kramer, the Alzheimer’s Disease Neuroimaging Initiative
      Pages 316-321
    6. Pedro Bibiloni, Manuel González-Hidalgo, Sebastia Massanet
      Pages 322-326
    7. Michiel C. Meulendijk, Marco R. Spruit, Sjaak Brinkkemper
      Pages 327-331
    8. Devendra Singh Dhami, Ameet Soni, David Page, Sriraam Natarajan
      Pages 332-337
    9. Cosima Prahm, Alexander Schulz, Benjamin Paaßen, Oskar Aszmann, Barbara Hammer, Georg Dorffner
      Pages 338-342
  8. Demo’s

    1. Front Matter
      Pages 343-343
    2. Roberto Gatta, Jacopo Lenkowicz, Mauro Vallati, Eric Rojas, Andrea Damiani, Lucia Sacchi et al.
      Pages 351-355

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
  • Buy this book on publisher's site
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