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  • Conference proceedings
  • © 2013

Medical Content-Based Retrieval for Clinical Decision Support

Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1st, 2012, Revised Selected Papers

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Table of contents (13 papers)

  1. Front Matter

  2. Invited Talk

    1. A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos

      • Gwénolé Quellec, Mathieu Lamard, Zakarya Droueche, Béatrice Cochener, Christian Roux, Guy Cazuguel
      Pages 10-20
  3. Methods

    1. Exploiting 3D Part-Based Analysis, Description and Indexing to Support Medical Applications

      • Chiara Eva Catalano, Francesco Robbiano, Patrizia Parascandolo, Lorenzo Cesario, Loris Vosilla, Francesca Barbieri et al.
      Pages 21-32
    2. Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models

      • Shulin Yang, Linda Shapiro, Michael Cunningham, Matthew Speltz, Craig Birgfeld, Indriyati Atmosukarto et al.
      Pages 33-44
  4. 3D/4D Data Retrieval

    1. Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis

      • Antonio Foncubierta–Rodríguez, Alejandro Vargas, Alexandra Platon, Pierre–Alexandre Poletti, Henning Müller, Adrien Depeursinge
      Pages 45-55
    2. Immediate ROI Search for 3-D Medical Images

      • Karen Simonyan, Marc Modat, Sebastien Ourselin, David Cash, Antonio Criminisi, Andrew Zisserman
      Pages 56-67
    3. Assessing the Classification of Liver Focal Lesions by Using Multi-phase Computer Tomography Scans

      • Auréline Quatrehomme, Ingrid Millet, Denis Hoa, Gérard Subsol, William Puech
      Pages 80-91
  5. Invited Talk

    1. VISCERAL: Towards Large Data in Medical Imaging — Challenges and Directions

      • Georg Langs, Allan Hanbury, Bjoern Menze, Henning Müller
      Pages 92-98
  6. Visual Features

    1. Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images

      • Sebastian Hegenbart, Stefan Maimone, Andreas Uhl, Andreas Vécsei, Georg Wimmer
      Pages 99-109
    2. Bag–of–Colors for Biomedical Document Image Classification

      • Alba García Seco de Herrera, Dimitrios Markonis, Henning Müller
      Pages 110-121
  7. Multimodal Retrieval

    1. An SVD–Bypass Latent Semantic Analysis for Image Retrieval

      • Spyridon Stathopoulos, Theodore Kalamboukis
      Pages 122-132
    2. Multimedia Retrieval in a Medical Image Collection: Results Using Modality Classes

      • Angel Castellanos, Xaro Benavent, Ana García-Serrano, J. Cigarrán
      Pages 133-144
  8. Back Matter

Other Volumes

  1. Medical Content-Based Retrieval for Clinical Decision Support

    Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1, 2012, Revised Selected Papers

About this book

This book constitutes the refereed proceedings of the Third MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2012, held in Nice, France, in October 2012.
The 10 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 15 submissions. The papers are divided on several topics on image analysis of visual or multimodal medical data (X-ray, MRI, CT, echo videos, time series data), machine learning of disease correlations in visual or multimodal data, algorithms for indexing and retrieval of data from visual or multimodal medical databases, disease model-building and clinical decision support systems based on visual or multimodal analysis, algorithms for medical image retrieval or classification, systems of retrieval or classification using the ImageCLEF collection.

Keywords

  • 3D retrieval
  • computer-aided diagnosis
  • multimodality
  • spatiotemporal polynomials
  • visual search

Editors and Affiliations

  • The Iby and Aladar Fleischmann Faculty of Engineering, Tel Aviv University, Israel

    Hayit Greenspan

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

    Henning Müller

  • Multi-modal Mining for Healthcare, IBM Almaden Research Center, San Jose, USA

    Tanveer Syeda-Mahmood

Bibliographic Information

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-36678-9
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 54.99
Price excludes VAT (USA)