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Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems

AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26–29, 2019, Revised Selected Papers

  • Mar Marcos
  • Jose M. Juarez
  • Richard Lenz
  • Grzegorz J. Nalepa
  • Slawomir Nowaczyk
  • Mor Peleg
  • Jerzy Stefanowski
  • Gregor Stiglic
Conference proceedings KR4HC 2019, TEAAM 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11979)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11979)

Table of contents

  1. Front Matter
    Pages i-xii
  2. KR4HC/ProHealth - Joint Workshop on Knowledge Representation for Health Care and Process-Oriented Information Systems in Health Care

    1. Front Matter
      Pages 1-1
    2. Ewelina Gowin, Jerzy Błaszczyński, Roman Słowiński, Jacek Wysocki, Danuta Januszkiewicz-Lewandowska
      Pages 29-38
    3. Giorgio Leonardi, Stefania Montani, Manuel Striani
      Pages 50-64
  3. TEAAM - Workshop on Transparent, Explainable and Affective AI in Medical Systems

    1. Front Matter
      Pages 65-65
    2. Alexander Galozy, Sławomir Nowaczyk, Anita Sant’Anna
      Pages 67-81
    3. Keyuan Jiang, Tingyu Chen, Liyuan Huang, Ravish Gupta, Ricardo A. Calix, Gordon R. Bernard
      Pages 82-92
    4. Bernardo Cánovas-Segura, Antonio Morales, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López Rodríguez et al.
      Pages 93-107
    5. Leon Kopitar, Leona Cilar, Primoz Kocbek, Gregor Stiglic
      Pages 108-119
    6. Xuwen Wang, Yu Zhang, Zhen Guo, Jiao Li
      Pages 120-131
    7. Olga Kamińska, Katarzyna Kaczmarek-Majer, Karol Opara, Wit Jakuczun, Monika Dominiak, Anna Antosik-Wójcińska et al.
      Pages 148-160
    8. Katarzyna Kobylińska, Tomasz Mikołajczyk, Mariusz Adamek, Tadeusz Orłowski, Przemysław Biecek
      Pages 161-174
  4. Back Matter
    Pages 175-175

About these proceedings

Introduction

This book constitutes revised selected papers from the AIME 2019 workshops KR4HC/ProHealth 2019, the Workshop on Knowledge Representation for Health Care and Process-Oriented Information Systems in Health Care, and TEAAM 2019, the Workshop on Transparent, Explainable and Affective AI in Medical Systems.

The volume contains 5 full papers from KR4HC/ProHealth, which were selected out of 13 submissions. For TEAAM 8 papers out of 10 submissions were accepted for publication.

Keywords

artificial intelligence classification computer hardware computer systems computer vision data mining databases education engineering image analysis image processing internet learning linguistics machine learning mathematics pattern recognition semantics signal processing

Editors and affiliations

  1. 1.Universitat Jaume ICastellónSpain
  2. 2.University of MurciaMurciaSpain
  3. 3.Friedrich-Alexander-University of Erlangen-NurembergErlangenGermany
  4. 4.Jagiellonian University and AGH University of Science and TechnologyKrakówPoland
  5. 5.Halmstad UniversityHalmstadSweden
  6. 6.University of HaifaHaifaIsrael
  7. 7.Poznań University of TechnologyPoznanPoland
  8. 8.University of MariborMariborSlovenia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-37446-4
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-37445-7
  • Online ISBN 978-3-030-37446-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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