|
|
|
|
|
|
|
|
|
1. |
Record Nr. |
UNISA996466265503316 |
|
|
Titolo |
Medical Content-Based Retrieval for Clinical Decision Support [[electronic resource] ] : Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1st, 2012, Revised Selected Papers / / edited by Hayit Greenspan, Henning Müller, Tanveer Syeda-Mahmood |
|
|
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
|
|
|
|
|
|
|
|
|
ISBN |
|
|
|
|
|
|
Edizione |
[1st ed. 2013.] |
|
|
|
|
|
Descrizione fisica |
|
1 online resource (VIII, 145 p. 41 illus.) |
|
|
|
|
|
|
Collana |
|
Image Processing, Computer Vision, Pattern Recognition, and Graphics ; ; 7723 |
|
|
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Information storage and retrieval |
Application software |
Pattern recognition |
Data mining |
Optical data processing |
Management information systems |
Computer science |
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 |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
Note generali |
|
Bibliographic Level Mode of Issuance: Monograph |
|
|
|
|
|
|
Nota di bibliografia |
|
Includes bibliographical references and author index. |
|
|
|
|
|
|
Nota di contenuto |
|
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. |
|
|
|
|
|
|
Sommario/riassunto |
|
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. |
|
|
|
|
|
|
|
| |