Medical Content-Based Retrieval for Clinical Decision Support

1. Front Matter

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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

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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.

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

• 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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