LEADER 05746nam 22008775 450 001 9910484341603321 005 20251226203253.0 010 $a1-280-38565-0 010 $a9786613563576 010 $a3-642-11769-4 024 7 $a10.1007/978-3-642-11769-5 035 $a(CKB)2670000000003393 035 $a(EBL)3065034 035 $a(SSID)ssj0000355557 035 $a(PQKBManifestationID)11258232 035 $a(PQKBTitleCode)TC0000355557 035 $a(PQKBWorkID)10320667 035 $a(PQKB)10261003 035 $a(DE-He213)978-3-642-11769-5 035 $a(MiAaPQ)EBC3065034 035 $a(MiAaPQ)EBC6369616 035 $a(PPN)149073682 035 $a(BIP)28689458 035 $a(EXLCZ)992670000000003393 100 $a20100715d2010 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aMedical Content-Based Retrieval for Clinical Decision Support $eFirst MICCAI International Workshop, MCBR-CBS 2009, London, UK, September 20, 2009. Revised Selected Papers /$fedited by Henning Müller, Tanveer Syeda-Mahmood, James Duncan, Fei Wang, Jayashree Kalpathy-Cramer 205 $a1st ed. 2010. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2010. 215 $a1 online resource (129 p.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics,$x3004-9954 ;$v5853 300 $aDescription based upon print version of record. 311 08$a3-642-11768-6 320 $aIncludes bibliographical references and index. 327 $aMedical Image Retrieval -- Overview of the First Workshop on Medical Content?Based Retrieval for Clinical Decision Support at MICCAI 2009 -- Introducing Space and Time in Local Feature-Based Endomicroscopic Image Retrieval -- A Query-by-Example Content-Based Image Retrieval System of Non-melanoma Skin Lesions -- 3D Case?Based Retrieval for Interstitial Lung Diseases -- Image Retrieval for Alzheimer?s Disease Detection -- Clinical Decision Making -- Statistical Analysis of Gait Data to Assist Clinical Decision Making -- Using BI-RADS Descriptors and Ensemble Learning for Classifying Masses in Mammograms -- Robust Learning-Based Annotation of Medical Radiographs -- Multimodal Fusion -- Knowledge-Based Discrimination in Alzheimer?s Disease -- Automatic Annotation of X-Ray Images: A Study on Attribute Selection -- Multi-modal Query Expansion Based on Local Analysis for Medical Image Retrieval. 330 $aWe are pleased to present this set of peer-reviewed papers from the ?rst MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support. The MICCAI conference has been the ?agship conference for the m- ical imaging community re'ecting the state of the art in techniques of segm- tation, registration, and robotic surgery. Yet, the transfer of these techniques to clinical practice is rarely discussed in the MICCAI conference. To address this gap, we proposed to hold this workshop with MICCAI in London in September 2009. The goal of the workshop was to show the application of content-based retrieval in clinical decision support. With advances in electronic patient record systems, a large number of pre-diagnosed patient data sets are now bec- ing available. These data sets are often multimodal consisting of images (x-ray, CT, MRI), videos and other time series, and textual data (free text reports and structuredclinicaldata). Analyzing thesemultimodalsourcesfordisease-speci'c information across patients can reveal important similarities between patients and hence their underlying diseases and potential treatments. Researchers are now beginning to use techniques of content-based retrieval to search for disea- speci'c information in modalities to ?nd supporting evidence for a disease or to automatically learn associations of symptoms and diseases. Benchmarking frameworks such as ImageCLEF (Image retrieval track in the Cross-Language Evaluation Forum) have expanded over the past ?ve years to include large m- ical image collections for testing various algorithms for medical image retrieval and classi'cation. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics,$x3004-9954 ;$v5853 606 $aData mining 606 $aBiometric identification 606 $aPattern recognition systems 606 $aInformation storage and retrieval systems 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aElectronic data processing$xManagement 606 $aData Mining and Knowledge Discovery 606 $aBiometrics 606 $aAutomated Pattern Recognition 606 $aInformation Storage and Retrieval 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aIT Operations 615 0$aData mining. 615 0$aBiometric identification. 615 0$aPattern recognition systems. 615 0$aInformation storage and retrieval systems. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aElectronic data processing$xManagement. 615 14$aData Mining and Knowledge Discovery. 615 24$aBiometrics. 615 24$aAutomated Pattern Recognition. 615 24$aInformation Storage and Retrieval. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aIT Operations. 676 $a610.285 702 $aCaputo$b Barbara 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484341603321 996 $aMedical content-based retrieval for clinical decision support$92829931 997 $aUNINA