LEADER 05502nam 22008175 450 001 996465606203316 005 20200629223545.0 010 $a3-642-33555-1 024 7 $a10.1007/978-3-642-33555-6 035 $a(CKB)3400000000086243 035 $a(SSID)ssj0000767599 035 $a(PQKBManifestationID)11429498 035 $a(PQKBTitleCode)TC0000767599 035 $a(PQKBWorkID)10740286 035 $a(PQKB)11714243 035 $a(DE-He213)978-3-642-33555-6 035 $a(MiAaPQ)EBC3069953 035 $a(PPN)168324830 035 $a(EXLCZ)993400000000086243 100 $a20120918d2012 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aSpatio-temporal Image Analysis for Longitudinal and Time-Series Image Data$b[electronic resource] $eSecond International Workshop, STIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Proceedings /$fedited by Stanley Durrleman, Tom Fletcher, Guido Gerig, Marc Niethammer 205 $a1st ed. 2012. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012. 215 $a1 online resource (X, 163 p. 73 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v7570 300 $aInternational conference proceedings. 311 $a3-642-33554-3 320 $aIncludes bibliographical references and author index. 327 $aSpatio-temporal Regularization for Longitudinal Registration to an Unbiased 3D Individual Template -- Local vs Global Descriptors of Hippocampus Shape Evolution for Alzheimer?s Longitudinal Population Analysis -- Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences? -- Elastic Demons: Characterizing Cortical Development in Neonates Using an Implicit Surface Registration -- A New Framework for Analyzing Structural Volume Changes of Longitudinal Brain MRI Data -- 4D Segmentation of Longitudinal Brain MR Images with Consistent Cortical Thickness Measurement -- Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy -- Unsupervised Learning of Shape Complexity: Application to Brain Development -- Spatio-temporal Analysis under Appearance Changes Spatial-temporal Pharmacokinetic Model Based Registration of 4D Brain PET Data -- Predicting the Location of Glioma Recurrence after a Resection Surgery -- Tracking Metastatic Brain Tumors in Longitudinal Scans via Joint Image Registration and Labeling -- Spatio-temporal Analysis for Biology Motion-Based Segmentation for Cardiomyocyte Characterization -- Multi-temporal Globally-Optimal Dense 3-D Cell Segmentation and Tracking from Multi-photon Time-lapse Movies of Live Tissue Microenvironments. 330 $aThis book constitutes the refereed proceedings of the Second International Workshop on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, STIA 2012, held in conjunction with MICCAI 2012 in Nice, France, in October 2012. The 13 papers presented in this volume were carefully reviewed and selected from 22 submissions. They are organized in topical sections named: longitudinal registration and transport; spatio-temporal analysis for shapes; spatio-temporal analysis under appearance changes; and spatio-temporal analysis for biology. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v7570 606 $aOptical data processing 606 $aPattern recognition 606 $aArtificial intelligence 606 $aComputer graphics 606 $aAlgorithms 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 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputer Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22013 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aImaging / Radiology$3https://scigraph.springernature.com/ontologies/product-market-codes/H29005 615 0$aOptical data processing. 615 0$aPattern recognition. 615 0$aArtificial intelligence. 615 0$aComputer graphics. 615 0$aAlgorithms. 615 0$aRadiology. 615 14$aImage Processing and Computer Vision. 615 24$aPattern Recognition. 615 24$aArtificial Intelligence. 615 24$aComputer Graphics. 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aImaging / Radiology. 676 $a006.6 676 $a006.37 702 $aDurrleman$b Stanley$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFletcher$b Tom$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGerig$b Guido$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNiethammer$b Marc$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aInternational Conference on Medical Image Computing and Computer-Assisted Intervention$f(2012 :$eNice, France) 906 $aBOOK 912 $a996465606203316 996 $aSpatio-temporal Image Analysis for Longitudinal and Time-Series Image Data$92830319 997 $aUNISA