LEADER 04622nam 22006495 450 001 9910299247103321 005 20220108011138.0 010 $a3-319-07800-3 024 7 $a10.1007/978-3-319-07800-7 035 $a(CKB)3710000000125828 035 $a(EBL)1783077 035 $a(SSID)ssj0001274321 035 $a(PQKBManifestationID)11741242 035 $a(PQKBTitleCode)TC0001274321 035 $a(PQKBWorkID)11332919 035 $a(PQKB)11030236 035 $a(DE-He213)978-3-319-07800-7 035 $a(MiAaPQ)EBC1783077 035 $z(PPN)258853301 035 $a(PPN)179767348 035 $a(EXLCZ)993710000000125828 100 $a20140607d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aNatural User Interfaces in Medical Image Analysis $eCognitive Analysis of Brain and Carotid Artery Images /$fby Marek R. Ogiela, Tomasz Hachaj 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (296 p.) 225 1 $aAdvances in Computer Vision and Pattern Recognition,$x2191-6586 300 $aDescription based upon print version of record. 311 $a1-322-13695-5 311 $a3-319-07799-6 327 $aImage Processing, Pattern Recognition and Semantic Understanding Techniques -- Cognitive Methods for Semantic Image Analysis in Medical Imaging Applications -- Computer Analysis of Brain Perfusion and Neck Angiography Images -- Brain and Neck Visualization Techniques -- Natural User Interfaces for Exploring and Modeling Brain and Neck Structures -- Summary. 330 $aAlthough the capabilities of computer image analysis do not yet match those of the human visual system, recent developments have made great progress towards tackling the challenges posed by the perceptual analysis of images. This unique text/reference highlights a selection of important, practical applications of advanced image analysis methods for medical images. The book covers the complete methodology for processing, analysing and interpreting diagnostic results of sample computed tomography (CT) images. The text also presents significant problems related to new approaches and paradigms in image understanding and semantic image analysis. To further engage the reader, example source code is provided for the implemented algorithms in the described solutions. Topics and features: Describes the most important methods and algorithms used for image analysis, including holistic and syntactic methods Examines the fundamentals of cognitive computer image analysis for computer-aided diagnosis and semantic image description, introducing the cognitive resonance model Presents original approaches for the semantic analysis of CT perfusion and CT angiography images of the brain and carotid artery Discusses techniques for creating 3D visualisations of large datasets, and efficient and reliable algorithms for 3D rendering Reviews natural user interfaces in medical imaging systems, covering innovative Gesture Description Language technology Concludes with a summary of significant developments in advanced image recognition techniques and their practical applications, along with possible directions for future research This cutting-edge work is an invaluable practical resource for researchers and professionals interested in medical informatics, computer-aided diagnosis, computer graphics, and intelligent information systems. 410 0$aAdvances in Computer Vision and Pattern Recognition,$x2191-6586 606 $aOptical data processing 606 $aPattern perception 606 $aRadiology 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aImaging / Radiology$3https://scigraph.springernature.com/ontologies/product-market-codes/H29005 615 0$aOptical data processing. 615 0$aPattern perception. 615 0$aRadiology. 615 14$aImage Processing and Computer Vision. 615 24$aPattern Recognition. 615 24$aImaging / Radiology. 676 $a616.0754 700 $aOgiela$b Marek R$4aut$4http://id.loc.gov/vocabulary/relators/aut$0989299 702 $aHachaj$b Tomasz$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910299247103321 996 $aNatural User Interfaces in Medical Image Analysis$92517191 997 $aUNINA