Medical Content-Based Retrieval for Clinical Decision Support: First MICCAI International Workshop, MCBR-CDS 2009, London, UK, September 20, 2009. Revised Selected Papers

by Caputo, Barbara; Muller, Henning; Syeda-Mahmood, Tanveer; Duncan, James S.; Wang, Fei

• ISBN13: 9783642117688
• ISBN10: 3642117686
• Edition: 1st
• Format: Paperback
• Copyright: 2010-02-25
• Publisher: Springer Verlag

Summary

This book constitutes the refereed proceedings of the first MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR_CBS 2009, held in London, UK, in September 2009.The 10 revised full papers were carefully reviewed and selected from numerous submissions. The papers are divide on several topics on medical image retrieval, clinical decision making and multimodal fusion.

Table of Contents

Medical Image Retrieval
Overview of the First Workshop on Medical Content–Based Retrieval for Clinical Decision Support at MICCAI 2009	p. 1
Introducing Space and Time in Local Feature-Based Endomicroscopic Image Retrieval	p. 18
A Query-by-Example Content-Based Image Retrieval System of Non-melanoma Skin Lesions	p. 312
3D Case–Based Retrieval for Interstitial Lung Diseases	p. 39
Image Retrieval for Alzheimer's Disease Detection	p. 49
Clinical Decision Making
Statistical Analysis of Gait Data to Assist Clinical Decision Making	p. 61
Using BI-RADS Descriptors and Ensemble Learning for Classifying Masses in Mammograms	p. 69
Robust Learning-Based Annotation of Medical Radiographs	p. 77
Multimodal Fusion
Knowledge-Based Discrimination in Alzheimer's Disease	p. 89
Automatic Annotation of X-Ray Images: A Study on Attribute Selection	p. 97
Multi-modal Query Expansion Based on Local Analysis for Medical Image Retrieval	p. 110
Author Index	p. 121
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