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020 _a9783030006891
_9978-3-030-00689-1
024 7 _a10.1007/978-3-030-00689-1
_2doi
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072 7 _aCOM016000
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082 0 4 _a006.37
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245 1 0 _aGraphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities
_h[electronic resource] :
_bSecond International Workshop, GRAIL 2018 and First International Workshop, Beyond MIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings /
_cedited 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.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXVI, 101 p. 26 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v11044
505 0 _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 inAnorexia Nervosa and Body Dysmorphic Disorder Using Multimodal Neuroimaging and Psychometric Data.
520 _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.
650 0 _aComputer vision.
650 0 _aComputer science
_xMathematics.
650 0 _aArtificial intelligence.
650 0 _aAlgorithms.
650 0 _aData structures (Computer science).
650 0 _aInformation theory.
650 1 4 _aComputer Vision.
650 2 4 _aMathematics of Computing.
650 2 4 _aArtificial Intelligence.
650 2 4 _aAlgorithms.
650 2 4 _aData Structures and Information Theory.
700 1 _aStoyanov, Danail.
_eeditor.
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700 1 _aTaylor, Zeike.
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700 1 _aFerrante, Enzo.
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700 1 _aDalca, Adrian V.
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700 1 _aMartel, Anne.
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700 1 _aMaier-Hein, Lena.
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700 1 _aParisot, Sarah.
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700 1 _aSotiras, Aristeidis.
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700 1 _aPapiez, Bartlomiej.
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700 1 _aSabuncu, Mert R.
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700 1 _aShen, Li.
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030006884
776 0 8 _iPrinted edition:
_z9783030006907
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v11044
856 4 0 _uhttps://doi.org/10.1007/978-3-030-00689-1
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912 _aZDB-2-SXCS
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