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Medical content-based retrieval for clinical decision support : third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1, 2012, revised selected papers /

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...

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Bibliographic Details
Corporate Authors: MCBR-CDS (Workshop) Nice, France); SpringerLink (Online service)
Group Author: Greenspan, Hayit; Müller, Henning (Medical scientist); Syeda-Mahmood, Tanveer
Published: Springer,
Publisher Address: Heidelberg :
Publication Dates: [2013]
Literature type: eBook
Language: English
Series: Lecture notes in computer science, 7723
Subjects:
Decision Making, Computer-Assisted > Congresses.
Information Storage and Retrieval > methods > Congresses.
Decision Support Systems, Clinical > Congresses.
Image Processing, Computer-Assisted > methods > Congresses.
Medical informatics > Congresses.
Content-based image retrieval > Congresses.
Diagnostic imaging > Digital techniques > Congresses.
Medical care > Decision making > Congresses.
Content-based image retrieval.
Diagnostic imaging > Digital techniques.
Medical care > Decision making.
Medical Informatics.
Computer science.
Data mining.
Information storage and retrieval systems.
Computer vision.
Optical pattern recognition.
Information Systems.
Information Storage and Retrieval.
Pattern Recognition.
Image Processing and Computer Vision.
Management of Computing and Information Systems.
Electronic books.
Conference proceedings.
Online Access: http://dx.doi.org/10.1007/978-3-642-36678-9
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.
Carrier Form: 1 online resource (viii, 144 pages) : illustrations.
Bibliography: Includes bibliographical references and index.
ISBN: 9783642366789 (electronic bk.)
3642366783 (electronic bk.)
3642366775 (print)
9783642366772 (print)
Index Number: R858
CLC: R445-532
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 /
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