LEADER 06051nam 22007935 450 001 996466328703316 005 20200629232627.0 010 $a3-030-00689-1 024 7 $a10.1007/978-3-030-00689-1 035 $a(CKB)4100000006674815 035 $a(DE-He213)978-3-030-00689-1 035 $a(MiAaPQ)EBC6241668 035 $a(PPN)230538711 035 $a(EXLCZ)994100000006674815 100 $a20180915d2018 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aGraphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities$b[electronic resource] $eSecond International Workshop, GRAIL 2018 and First International Workshop, Beyond MIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings /$fedited by Danail Stoyanov, Zeike Taylor, Enzo Ferrante, Adrian V. Dalca, Anne Martel, Lena Maier-Hein, Sarah Parisot, Aristeidis Sotiras, Bartlomiej Papiez, Mert R. Sabuncu, Li Shen 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XVI, 101 p. 26 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v11044 311 $a3-030-00688-3 320 $aIncludes bibliographical references and index. 327 $aGraph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity -- A Graph Representation and Similarity Measure for Brain Networks with Nodal Features -- Hierarchical Bayesian Networks for Modeling Inter-Class Dependencies: Application to Semi-Supervised Cell Segmentation -- Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion -- BrainParcel: A Brain Parcellation Algorithm for Cognitive State Classification -- Modeling Brain Networks with Artificial Neural Networks -- A Bayesian Disease Progression Model for Clinical Trajectories -- Multi-modal brain connectivity study using deep collaborative learning -- Towards Subject and Diagnostic Identifiability in the Alzheimer?s Disease Spectrum based on Functional Connectomes -- Predicting Conversion of Mild Cognitive Impairments to Alzheimer?s Disease and Exploring Impact of Neuroimaging -- Cross-Diagnostic Prediction of Dimensional Psychiatric Phenotypes in Anorexia Nervosa and Body Dysmorphic Disorder Using Multimodal Neuroimaging and Psychometric Data. 330 $aThis book constitutes the refereed joint proceedings of the Second International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2018 and the First International Workshop on Integrating Medical Imaging and Non-Imaging Modalities, Beyond MIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 6 full papers presented at GRAIL 2018 and the 5 full papers presented at BeYond MIC 2018 were carefully reviewed and selected. The GRAIL papers cover a wide range of develop graph-based models for the analysis of biomedical images and encourage the exploration of graph-based models for difficult clinical problems within a variety of biomedical imaging contexts. The Beyond MIC papers cover topics of novel methods with significant imaging and non-imaging components, addressing practical applications and new datasets. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v11044 606 $aOptical data processing 606 $aComputer science?Mathematics 606 $aArtificial intelligence 606 $aAlgorithms 606 $aData structures (Computer science) 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aMathematics of Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I17001 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 606 $aData Structures and Information Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/I15009 615 0$aOptical data processing. 615 0$aComputer science?Mathematics. 615 0$aArtificial intelligence. 615 0$aAlgorithms. 615 0$aData structures (Computer science). 615 14$aImage Processing and Computer Vision. 615 24$aMathematics of Computing. 615 24$aArtificial Intelligence. 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aData Structures and Information Theory. 676 $a006.37 702 $aStoyanov$b Danail$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTaylor$b Zeike$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFerrante$b Enzo$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDalca$b Adrian V$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMartel$b Anne$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMaier-Hein$b Lena$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aParisot$b Sarah$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSotiras$b Aristeidis$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPapiez$b Bartlomiej$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSabuncu$b Mert R$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aShen$b Li$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466328703316 996 $aGraphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities$91912430 997 $aUNISA