LEADER 05936nam 22008535 450 001 9910483182803321 005 20200703231223.0 010 $a3-642-36678-3 024 7 $a10.1007/978-3-642-36678-9 035 $a(CKB)3520000000003547 035 $a(SSID)ssj0000880037 035 $a(PQKBManifestationID)11466215 035 $a(PQKBTitleCode)TC0000880037 035 $a(PQKBWorkID)10873233 035 $a(PQKB)11107682 035 $a(DE-He213)978-3-642-36678-9 035 $a(MiAaPQ)EBC3093479 035 $a(PPN)168330369 035 $a(EXLCZ)993520000000003547 100 $a20130220d2013 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aMedical Content-Based Retrieval for Clinical Decision Support$b[electronic resource] $eThird MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1st, 2012, Revised Selected Papers /$fedited by Hayit Greenspan, Henning Müller, Tanveer Syeda-Mahmood 205 $a1st ed. 2013. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013. 215 $a1 online resource (VIII, 145 p. 41 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v7723 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-36677-5 320 $aIncludes bibliographical references and author index. 327 $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. 330 $aThis book constitutes the refereed proceedings of the Third MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2012, held in Nice, France, in October 2012. The 10 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 15 submissions. The papers are divided on several topics on image analysis of visual or multimodal medical data (X-ray, MRI, CT, echo videos, time series data), machine learning of disease correlations in visual or multimodal data, algorithms for indexing and retrieval of data from visual or multimodal medical databases, disease model-building and clinical decision support systems based on visual or multimodal analysis, algorithms for medical image retrieval or classification, systems of retrieval or classification using the ImageCLEF collection. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v7723 606 $aInformation storage and retrieval 606 $aApplication software 606 $aPattern recognition 606 $aData mining 606 $aOptical data processing 606 $aManagement information systems 606 $aComputer science 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aManagement of Computing and Information Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I24067 615 0$aInformation storage and retrieval. 615 0$aApplication software. 615 0$aPattern recognition. 615 0$aData mining. 615 0$aOptical data processing. 615 0$aManagement information systems. 615 0$aComputer science. 615 14$aInformation Storage and Retrieval. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aPattern Recognition. 615 24$aData Mining and Knowledge Discovery. 615 24$aImage Processing and Computer Vision. 615 24$aManagement of Computing and Information Systems. 676 $a610.285 702 $aGreenspan$b Hayit$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMüller$b Henning$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSyeda-Mahmood$b Tanveer$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aInternational Conference on Medical Image Computing and Computer-Assisted Intervention$d(15th :$f2012 :$eNice, France) 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483182803321 996 $aMedical content-based retrieval for clinical decision support$92829931 997 $aUNINA