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Artificial Intelligence in Medicine

15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings

  • John H. Holmes
  • Riccardo Bellazzi
  • Lucia Sacchi
  • Niels Peek

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9105)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9105)

Table of contents

  1. Front Matter
    Pages 1-14
  2. Keynote Presentations

  3. Process Mining and Phenotyping

    1. Front Matter
      Pages 11-11
    2. Nir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar et al.
      Pages 13-24
    3. Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan
      Pages 25-34
    4. Carlo Combi, Barbara Oliboni, Alberto Gabrieli
      Pages 57-62
  4. Data Mining and Machine Learning

    1. Front Matter
      Pages 63-63
    2. Andrea Damiani, Mauro Vallati, Roberto Gatta, Nicola Dinapoli, Arthur Jochems, Timo Deist et al.
      Pages 65-75
    3. Tim Op De Beéck, Arjen Hommersom, Jan Van Haaren, Maarten van der Heijden, Jesse Davis, Peter Lucas et al.
      Pages 76-85
    4. Roberto Luis Shinmoto Torres, Asanga Wickramasinghe, Viet Ninh Pham, Damith Chinthana Ranasinghe
      Pages 86-95
    5. Sandro Radovanovic, Milan Vukicevic, Ana Kovacevic, Gregor Stiglic, Zoran Obradovic
      Pages 96-100
    6. Simone Marini, Ivan Limongelli, Ettore Rizzo, Tan Da, Riccardo Bellazzi
      Pages 101-105
    7. Enea Parimbelli, Silvana Quaglini, Riccardo Bellazzi, John H. Holmes
      Pages 106-110
  5. Temporal Data Mining

    1. Front Matter
      Pages 111-111
    2. Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin
      Pages 123-132
    3. Reinier Kop, Mark Hoogendoorn, Leon M. G. Moons, Mattijs E. Numans, Annette ten Teije
      Pages 133-142
    4. Ward R. J. van Breda, Mark Hoogendoorn, A. E. Eiben, Matthias Berking
      Pages 148-152
    5. Guenter Tusch, Olvi Tole, Mary Ellen Hoinski
      Pages 153-158
  6. Uncertainty and Bayesian Networks

    1. Front Matter
      Pages 159-159
    2. Kalia Orphanou, Athena Stassopoulou, Elpida Keravnou
      Pages 161-165
    3. Andrea Franco, Marco Correia, Jorge Cruz
      Pages 166-171
    4. Francesco Sambo, Andrea Facchinetti, Liisa Hakaste, Jasmina Kravic, Barbara Di Camillo, Giuseppe Fico et al.
      Pages 172-176
    5. Elena Sokolova, Perry Groot, Tom Claassen, Daniel von Rhein, Jan Buitelaar, Tom Heskes
      Pages 177-181
    6. Shuo Yang, Kristian Kersting, Greg Terry, Jefferey Carr, Sriraam Natarajan
      Pages 182-187
    7. Andrea Demartini, Davide Capozzi, Alberto Malovini, Riccardo Bellazzi
      Pages 188-192
  7. Text Mining

    1. Front Matter
      Pages 193-193
    2. Phillip Odom, Vishal Bangera, Tushar Khot, David Page, Sriraam Natarajan
      Pages 195-204
    3. Andreea Kamiana Godea, Cornelia Caragea, Florin Adrian Bulgarov, Suhasini Ramisetty-Mikler
      Pages 205-215
    4. Wiem Chebil, Lina Fatima Soualmia, Mohamed Nazih Omri, Stéfan Jacques Darmoni
      Pages 227-231
    5. Eya Znaidi, Lynda Tamine, Chiraz Latiri
      Pages 232-237
    6. Jean-Philippe Métivier, Laurie Serrano, Thierry Charnois, Bertrand Cuissart, Antoine Widlöcher
      Pages 249-254
  8. Prediction in Clinical Practice

    1. Front Matter
      Pages 255-255
    2. Marco Pota, Elisa Scalco, Giuseppe Sanguineti, Maria Luisa Belli, Giovanni Mauro Cattaneo, Massimo Esposito et al.
      Pages 257-266
    3. Aleksander Sadikov, Jure Žabkar, Martin Možina, Vida Groznik, Dag Nyholm, Mevludin Memedi
      Pages 267-276
    4. Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente
      Pages 277-286
    5. Che Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Nageswar Madde, Daryl Kor, Jyotishman Pathak
      Pages 287-297
    6. Camilla Colombo, Jan Hendrik Leopold, Lieuwe D. J. Bos, Riccardo Bellazzi, Ameen Abu-Hanna
      Pages 298-303
  9. Knowledge Representation and Guidelines

    1. Front Matter
      Pages 305-305
    2. Qing Hu, Zhisheng Huang, Annette ten Teije, Frank van Harmelen
      Pages 307-316
    3. Veruska Zamborlini, Marcos da Silveira, Cedric Pruski, Annette ten Teije, Frank van Harmelen
      Pages 317-326
    4. Luca Anselma, Luca Piovesan, Abdul Sattar, Bela Stantic, Paolo Terenziani
      Pages 327-331

Other volumes

  1. Artificial Intelligence in Medicine
    15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings
  2. AIME 2015 International Joint Workshop, KR4HC/ProHealth 2015, Pavia, Italy, June 20, 2015, Revised Selected Papers

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 15th Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015. The 19 revised full and 24 short papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in the following topical sections: process mining and phenotyping; data mining and machine learning; temporal data mining; uncertainty and Bayesian networks; text mining; prediction in clinical practice; and knowledge representation and guidelines.

Keywords

classification cloud computing data mining decision support systems fuzzy logic health care knowledge representation and reasoning medical informatics modeling methodologies natural language processing ontologies prediction probabilistic reasoning semantic Web text mining

Editors and affiliations

  • John H. Holmes
    • 1
  • Riccardo Bellazzi
    • 2
  • Lucia Sacchi
    • 3
  • Niels Peek
    • 4
  1. 1.University of PennsylvaniaPhiladelphiaUSA
  2. 2.University of PaviaPaviaItaly
  3. 3.University of PaviaPaviaItaly
  4. 4.University of ManchesterManchesterUnited Kingdom

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-19551-3
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-19550-6
  • Online ISBN 978-3-319-19551-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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