LEADER 05722nam 22007935 450 001 996465671003316 005 20200702231147.0 010 $a3-319-46630-5 024 7 $a10.1007/978-3-319-46630-9 035 $a(CKB)3710000000900957 035 $a(DE-He213)978-3-319-46630-9 035 $a(MiAaPQ)EBC6296884 035 $a(MiAaPQ)EBC5592184 035 $a(Au-PeEL)EBL5592184 035 $a(OCoLC)960969914 035 $a(PPN)19632307X 035 $a(EXLCZ)993710000000900957 100 $a20160922d2016 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSimulation and Synthesis in Medical Imaging$b[electronic resource] $eFirst International Workshop, SASHIMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings /$fedited by Sotirios A. Tsaftaris, Ali Gooya, Alejandro F. Frangi, Jerry L. Prince 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (X, 178 p. 75 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v9968 300 $aIncludes index. 311 $a3-319-46629-1 327 $aFundamental methods for image-based biophysical modeling and image synthesis -- Biophysical and data-driven models of disease progression or organ development -- Biophysical and data-driven models of organ motion and deformation -- Biophysical and data-driven models of image formation and acquisition -- Segmentation/registration across or within modalities to aid the learning of model parameters -- Cross modality (PET/MR, PET/CT, CT/MR, etc.) image synthesis -- Simulation and synthesis from large-scale image databases -- Automated techniques for quality assessment of simulations and synthetic images -- Image registration and segmentation -- Image denoising and information fusion -- Image reconstruction from sparse data or sparse views -- Real-time simulation of biophysical properties -- Simulation based approaches for medical imaging -- Synthesis and its applications in computational medical imaging. 330 $aThis book constitutes the refereed proceedings of the First International Workshop on Simulation and Synthesis in Medical Imaging, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016. The 17 revised full papers presented together in this book were carefully reviewed and selected from 21 submissions. The contributions span the following broad categories: fundamental methods for image-based biophysical modeling and image synthesis; biophysical and data-driven models of disease progression or organ development; biophysical and data-driven models of organ motion and deformation; biophysical and data-driven models of image formation and acquisition; segmentation/registration across or within modalities to aid the learning of model parameters; cross modality (PET/MR, PET/CT, CT/MR, etc.) image synthesis; simulation and synthesis from large-scale image databases; automated techniques for quality assessment of simulations and synthetic images; as well as several applications of image synthesis and simulation in medical imaging such as image registration and segmentation; image denoising and information fusion; image reconstruction from sparse data or sparse views; and real-time simulation of biophysical properties. The papers were divided into two general topics named ?simulation based approaches for medical imaging? and ?synthesis and its applications in computational medical imaging?. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v9968 606 $aOptical data processing 606 $aComputer simulation 606 $aPattern recognition 606 $aComputer graphics 606 $aArtificial intelligence 606 $aAlgorithms 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aSimulation and Modeling$3https://scigraph.springernature.com/ontologies/product-market-codes/I19000 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aComputer Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22013 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 615 0$aOptical data processing. 615 0$aComputer simulation. 615 0$aPattern recognition. 615 0$aComputer graphics. 615 0$aArtificial intelligence. 615 0$aAlgorithms. 615 14$aImage Processing and Computer Vision. 615 24$aSimulation and Modeling. 615 24$aPattern Recognition. 615 24$aComputer Graphics. 615 24$aArtificial Intelligence. 615 24$aAlgorithm Analysis and Problem Complexity. 676 $a616.0754 702 $aTsaftaris$b Sotirios A$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGooya$b Ali$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFrangi$b Alejandro F$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPrince$b Jerry L$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465671003316 996 $aSimulation and Synthesis in Medical Imaging$92569254 997 $aUNISA