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Medical Content-Based Retrieval for Clinical Decision Support

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

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Hayit Greenspan

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

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  2. Henning Müller

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

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  3. Tanveer Syeda-Mahmood

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

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

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

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Conference proceedings info: MCBR-CDS 2012.

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Table of contents (13 papers)

  1. Front Matter

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  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

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  1. Medical Content-Based Retrieval for Clinical Decision Support

Keywords

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.

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

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