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Multimodal Retrieval in the Medical Domain

First International Workshop, MRMD 2015, Vienna, Austria, March 29, 2015, Revised Selected Papers

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Henning Müller

    1. University of Applied Sciences Western Switzerland (HES-SO), Sierre, Switzerland

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  2. Oscar Alfonso Jimenez del Toro

    1. University of Applied Sciences Western Switzerland (HES-SO), Sierre, Switzerland

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  3. Allan Hanbury

    1. Vienna University of Technology, Vienna, Austria

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  4. Georg Langs

    1. Medical University of Vienna, Vienna, Austria

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  5. Antonio Foncubierta Rodriguez

    1. ETH Zentrum, Zürich, Switzerland

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9059)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: MRDM 2015.

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Table of contents (14 papers)

  1. Front Matter

    Pages I-VIII
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  2. Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015)

    • Henning Müller, Oscar Jiménez–del–Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta–Rodríguez
    Pages 1-7

  3. Accepted Papers

    1. Front Matter

      Pages 9-9
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    2. Semantic Retrieval of Radiological Images with Relevance Feedback

      • Camille Kurtz, Paul-André Idoux, Avinash Thangali, Florence Cloppet, Christopher F. Beaulieu, Daniel L. Rubin
      Pages 11-25

    3. BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering

      • Georgios Balikas, Anastasia Krithara, Ioannis Partalas, George Paliouras
      Pages 26-39

    4. Rewriting Natural Language Queries Using Patterns

      • Lina F. Soualmia, Romain Lelong, Badisse Dahamna, Stéfan J. Darmoni
      Pages 40-53

    5. Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image

      • Siqi Liu, Nur Hadi, Sidong Liu, Sonia Pujol, Ron Kikinis, Fan Zhang et al.
      Pages 54-60

    6. The Application of KAZE Features to the Classification Echocardiogram Videos

      • Wei Li, Yu Qian, Martin Loomes, Xiaohong Gao
      Pages 61-72

    7. Multi-modal Indexing and Retrieval Using an LSA-Based Kernel

      • Spyridon Stathopoulos, Theodore Kalamboukis
      Pages 73-84

    8. Semi–supervised Learning for Image Modality Classification

      • Alba García Seco de Herrera, Dimitrios Markonis, Ranveer Joyseeree, Roger Schaer, Antonio Foncubierta-Rodríguez, Henning Müller
      Pages 85-98

    9. Annotation of Chest Radiology Reports for Indexing and Retrieval

      • Dina Demner-Fushman, Sonya E. Shooshan, Laritza Rodriguez, Sameer Antani, George R. Thoma
      Pages 99-111

  4. VISCERAL Retrieval Benchmark

    1. Front Matter

      Pages 113-113
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    2. Overview of the VISCERAL Retrieval Benchmark 2015

      • Oscar Alfonso Jiménez–del–Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta–Rodríguez, Henning Müller
      Pages 115-123

    3. Multimodal Medical Case-Based Retrieval on the Radiology Image and Report: SNUMedinfo at VISCERAL Retrieval Benchmark

      • Sungbin Choi
      Pages 124-128

    4. Medical Case-Based Retrieval of Patient Records Using the RadLex Hierarchical Lexicon

      • Assaf B. Spanier, Leo Joskowicz
      Pages 129-138

    5. USYD/HES-SO in the VISCERAL Retrieval Benchmark

      • Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller
      Pages 139-143

    6. RadLex Terms and Local Texture Features for Multimodal Medical Case Retrieval

      • Oscar Alfonso Jiménez–del–Toro, Pol Cirujeda, Yashin Dicente Cid, Henning Müller
      Pages 144-152

  5. Back Matter

    Pages 153-153
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Keywords

About this book

This book constitutes the proceedings of the First International Workshop on Multimodal Retrieval  in the Medical Domain, MRMD 2015, held in Vienna, Austria, on March 29, 2015. The workshop was held in connection with ECIR 2015.

The 14 full papers presented, including one invited paper, a workshop overview and five papers on the VISCERAL Retrieval  Benchmark, were carefully reviewed and selected from 18 submissions. The papers focus on the following topics: importance of data other than text for information retrieval; semantic data analysis; scalability approaches towards big data sets.

Editors and Affiliations

  • University of Applied Sciences Western Switzerland (HES-SO), Sierre, Switzerland

    Henning Müller, Oscar Alfonso Jimenez del Toro

  • Vienna University of Technology, Vienna, Austria

    Allan Hanbury

  • Medical University of Vienna, Vienna, Austria

    Georg Langs

  • ETH Zentrum, Zürich, Switzerland

    Antonio Foncubierta Rodriguez

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