Medical Content-Based Retrieval for Clinical Decision Support

1. Front Matter

   PDF

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

   PDF

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.

• 3D retrieval
• computer-aided diagnosis
• multimodality
• ontologies
• semantic analysis

• 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

Policies and ethics