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020 _a9783642366789
_9978-3-642-36678-9
024 7 _a10.1007/978-3-642-36678-9
_2doi
050 4 _aQA75.5-76.95
072 7 _aUNH
_2bicssc
072 7 _aUND
_2bicssc
072 7 _aCOM030000
_2bisacsh
082 0 4 _a025.04
_223
245 1 0 _aMedical Content-Based Retrieval for Clinical Decision Support
_h[electronic resource] :
_bThird MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1, 2012, Revised Selected Papers /
_cedited by Hayit Greenspan, Henning M�uller, Tanveer Syeda-Mahmood.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aVIII, 145 p. 41 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v7723
505 0 _aWorkshop 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.
520 _aThis 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.
650 0 _aComputer science.
650 0 _aData mining.
650 0 _aInformation storage and retrieval.
650 0 _aImage processing.
650 0 _aPattern recognition.
650 0 _aManagement information systems.
650 1 4 _aComputer Science.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aInformation Systems Applications (incl. Internet).
650 2 4 _aPattern Recognition.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aManagement of Computing and Information Systems.
700 1 _aGreenspan, Hayit.
_eeditor.
700 1 _aM�uller, Henning.
_eeditor.
700 1 _aSyeda-Mahmood, Tanveer.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642366772
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v7723
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-36678-9
912 _aZDB-2-SCS
912 _aZDB-2-LNC
942 _cEBK
999 _c54453
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