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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

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概要 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.続きを見る
目次 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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本文を見る Full text available from Springer Computer Science eBooks 2013 English/International
Full text available from SpringerLINK Lecture Notes in Computer Science (2015)

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登録日 2020.06.27
更新日 2020.06.28