Vai al contenuto principale della pagina
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
![]() |
Pubblicazione: | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
Edizione: | 1st ed. 2013. |
Descrizione fisica: | 1 online resource (VIII, 145 p. 41 illus.) |
Disciplina: | 610.285 |
Soggetto topico: | 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 | |
Persona (resp. second.): | GreenspanHayit |
MüllerHenning | |
Syeda-MahmoodTanveer | |
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. |
Titolo autorizzato: | Medical content-based retrieval for clinical decision support ![]() |
ISBN: | 3-642-36678-3 |
Formato: | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 996466265503316 |
Lo trovi qui: | Univ. di Salerno |
Opac: | Controlla la disponibilità qui |