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Medical Content-Based Retrieval for Clinical Decision Support

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

  • Hayit Greenspan
  • Henning Müller
  • Tanveer Syeda-Mahmood
Conference proceedings MCBR-CDS 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7723)

Table of contents

  1. Front Matter
    PDF

  2. Workshop Overview

    1. Overview of the Third Workshop on Medical Content–Based Retrieval for Clinical Decision Support (MCBR–CDS 2012)
      Henning Müller, Hayit Greenspan
      Pages 1-9

  3. 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

  4. 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

  5. 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. The Synergy of 3D SIFT and Sparse Codes for Classification of Viewpoints from Echocardiogram Videos
      Yu Qian, Lianyi Wang, Chunyan Wang, Xiaohong Gao
      Pages 68-79
    4. 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

  6. Invited Talk

    1. VISCERAL: Towards Large Data in Medical Imaging — Challenges and Directions
      Georg Langs, Allan Hanbury, Bjoern Menze, Henning Müller
      Pages 92-98

  7. 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

  8. 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
  9. Back Matter
    PDF

About these proceedings

Introduction

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

  • Hayit Greenspan
    • 1
  • Henning Müller
    • 2
  • Tanveer Syeda-Mahmood
    • 3
  1. 1.The Iby and Aladar Fleischmann Faculty of EngineeringTel Aviv UniversityIsrael
  2. 2.Business Information SystemsUniversity of Applied Sciences Western Switzerland (HES-SO)SierreSwitzerland
  3. 3.Multi-modal Mining for HealthcareIBM Almaden Research CenterSan JoseUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-36678-9
  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-36677-2
  • Online ISBN 978-3-642-36678-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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