Medical Content-Based Retrieval for Clinical Decision Support : Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1st, 2012, Revised Selected Papers / edited by Hayit Greenspan, Henning Müller, Tanveer Syeda-Mahmood.

Format:

Book

Contributor:

Greenspan, Hayit, editor.

Müller, Henning (Medical scientist), editor.

Syeda-Mahmood, Tanveer, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 7723.

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 7723

Language:

English

Subjects (All):

Information storage and retrieval.

Application software.

Pattern perception.

Data mining.

Optical data processing.

Management information systems.

Computer science.

Information Storage and Retrieval.

Information Systems Applications (incl. Internet).

Pattern Recognition.

Data Mining and Knowledge Discovery.

Image Processing and Computer Vision.

Management of Computing and Information Systems.

Local Subjects:

Information Storage and Retrieval.

Information Systems Applications (incl. Internet).

Pattern Recognition.

Data Mining and Knowledge Discovery.

Image Processing and Computer Vision.

Management of Computing and Information Systems.

Physical Description:

1 online resource (VIII, 145 pages) : 41 illustrations.

Edition:

First edition 2013.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.

System Details:

text file PDF

Summary:

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.

Contents:

Workshop Overview

Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012)

Invited Talk

A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos

Methods

Exploiting 3D Part-Based Analysis, Description and Indexing to Support Medical Applications

Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models

3D/4D Data Retrieval

Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis

Immediate ROI Search for 3-D Medical Images

The Synergy of 3D SIFT and Sparse Codes for Classification of Viewpoints from Echocardiogram Videos

Assessing the Classification of Liver Focal Lesions by Using Multi-phase Computer Tomography Scans

VISCERAL: Towards Large Data in Medical Imaging - Challenges and Directions

Visual Features

Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images

Bag-of-Colors for Biomedical Document Image Classification

Multimodal Retrieval

An SVD-Bypass Latent Semantic Analysis for Image Retrieval

Multimedia Retrieval in a Medical Image Collection: Results Using Modality Classes.

Other Format:

Printed edition:

ISBN:

978-3-642-36678-9

9783642366789

Access Restriction:

Restricted for use by site license.