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

Medical Content-Based Retrieval for Clinical Decision Support: Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1st, 2012, Revised Selected Papers: Lecture Notes in Computer Science, cartea 7723

Editat de Hayit Greenspan, Henning Müller, Tanveer Syeda-Mahmood
en Limba Engleză Paperback – 31 ian 2013
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.
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Specificații

ISBN-13: 9783642366772
ISBN-10: 3642366775
Pagini: 156
Ilustrații: VIII, 145 p. 41 illus.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.23 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Image Processing, Computer Vision, Pattern Recognition, and Graphics

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

Fast-track conference proceedings State-of-the-art research Up-to-date results