Medical Content-Based Retrieval for Clinical Decision Support Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1, 2012, Revised Selected Papers /

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
Published in:Springer eBooks
Corporate Author: SpringerLink (Online service)
Other Authors: Greenspan, Hayit (Editor), Müller, Henning (Editor), Syeda-Mahmood, Tanveer (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Series:Lecture Notes in Computer Science,
Subjects:
Computer Science.
Data mining.
Information storage and retrieval systems.
Computer vision.
Optical pattern recognition.
Information systems.
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.
Online Access:http://dx.doi.org/10.1007/978-3-642-36678-9
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Table of 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
  • Invited Talk
  • 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.

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