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Medical Content-Based Retrieval for Clinical Decision Support

Second MICCAI International Workshop, MCBR-CDS 2011, Toronto, Canada, September 22, 2011, Revised Selected Papers

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Henning Müller

    1. Business Information Systems, University of Applies Sciences Sierre, Sierre, Switzerland

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  2. Hayit Greenspan

    1. Department of Biomedical Engineering, The Iby and Aladar Fleischman Faculty of Engineering, Tel Aviv University, Ramat Aviv, Israel

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  3. Tanveer Syeda-Mahmood

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7075)

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

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Conference proceedings info: MCBR-CDS 2011.

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Table of contents (13 papers)

  1. Front Matter

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  2. Workshop Overview

    1. Overview of the Second Workshop on Medical Content–Based Retrieval for Clinical Decision Support

      • Adrien Depeursinge, Hayit Greenspan, Tanveer Syeda, Henning Müller
      Pages 1-11

  3. Invited Speech

    1. Content-Based Retrieval in Endomicroscopy: Toward an Efficient Smart Atlas for Clinical Diagnosis

      • Barbara André, Tom Vercauteren, Nicholas Ayache
      Pages 12-23

  4. Medical Image Retrieval with Textual Approaches

    1. Biomedical Image Retrieval Using Multimodal Context and Concept Feature Spaces

      • Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner Fushman, George R. Thoma
      Pages 24-35

    2. Using MeSH to Expand Queries in Medical Image Retrieval

      • Jacinto Mata, Mariano Crespo, Manuel J. Maña
      Pages 36-46

    3. Building Implicit Dictionaries Based on Extreme Random Clustering for Modality Recognition

      • Olivier Pauly, Diana Mateus, Nassir Navab
      Pages 47-57

  5. Visual Word Based Approaches

    1. Superpixel-Based Interest Points for Effective Bags of Visual Words Medical Image Retrieval

      • Sebastian Haas, René Donner, Andreas Burner, Markus Holzer, Georg Langs
      Pages 58-68

    2. Using Multiscale Visual Words for Lung Texture Classification and Retrieval

      • Antonio Foncubierta-Rodríguez, Adrien Depeursinge, Henning Müller
      Pages 69-79

  6. Applications

    1. Histology Image Indexing Using a Non-negative Semantic Embedding

      • Jorge A. Vanegas, Juan C. Caicedo, Fabio A. González, Eduardo Romero
      Pages 80-91

    2. A Discriminative Distance Learning–Based CBIR Framework for Characterization of Indeterminate Liver Lesions

      • María Jimena Costa, Alexey Tsymbal, Matthias Hammon, Alexander Cavallaro, Michael Sühling, Sascha Seifert et al.
      Pages 92-104

    3. Computer–Aided Diagnosis of Pigmented Skin Dermoscopic Images

      • Asad Safi, Maximilian Baust, Olivier Pauly, Victor Castaneda, Tobias Lasser, Diana Mateus et al.
      Pages 105-115

  7. Multidimensional Retrieval

    1. Texture Bags: Anomaly Retrieval in Medical Images Based on Local 3D-Texture Similarity

      • Andreas Burner, René Donner, Marius Mayerhoefer, Markus Holzer, Franz Kainberger, Georg Langs
      Pages 116-127

    2. Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches Based on Image Miniatures

      • René Donner, Sebastian Haas, Andreas Burner, Markus Holzer, Horst Bischof, Georg Langs
      Pages 128-138

    3. Semantic Analysis of 3D Anatomical Medical Images for Sub-image Retrieval

      • Vikram Venkatraghavan, Sohan Ranjan
      Pages 139-151

  8. Back Matter

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Keywords

About this book

This book constitutes the refereed proceedings of the Second MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2011, held in Toronto, Canada, in September 2011. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 17 submissions. The papers are divided on several topics on medical image retrieval with textual approaches, visual word based approaches, applications and multidimensional retrieval.

Editors and Affiliations

  • Business Information Systems, University of Applies Sciences Sierre, Sierre, Switzerland

    Henning Müller

  • Department of Biomedical Engineering, The Iby and Aladar Fleischman Faculty of Engineering, Tel Aviv University, Ramat Aviv, Israel

    Hayit Greenspan

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

    Tanveer Syeda-Mahmood

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