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|a 9783642366789
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|a Medical Content-Based Retrieval for Clinical Decision Support
|h [electronic resource] :
|b Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1st, 2012, Revised Selected Papers /
|c edited by Hayit Greenspan, Henning Müller, Tanveer Syeda-Mahmood.
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|a 1st ed. 2013.
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|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg :
|b Imprint: Springer,
|c 2013.
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|a VIII, 145 p. 41 illus.
|b online resource.
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|a Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
|v 7723
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|a 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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|a 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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|a Information storage and retrieval systems.
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|a Application software.
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|a Pattern recognition systems.
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|a Data mining.
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|a Computer vision.
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|a Electronic data processing-Management.
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|a Information Storage and Retrieval.
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|a Computer and Information Systems Applications.
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|a Automated Pattern Recognition.
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|a Data Mining and Knowledge Discovery.
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|a Computer Vision.
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|a IT Operations.
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|a Greenspan, Hayit.
|e editor.
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|a Müller, Henning.
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|a Syeda-Mahmood, Tanveer.
|e editor.
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|a SpringerLink (Online service)
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|t Springer Nature eBook
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|i Printed edition:
|z 9783642366796
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|i Printed edition:
|z 9783642366772
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|a Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
|v 7723
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|u https://doi.uam.elogim.com/10.1007/978-3-642-36678-9
|z Texto Completo
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