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020 _a9783319676753
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024 7 _a10.1007/978-3-319-67675-3
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245 1 0 _aGraphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics
_h[electronic resource] :
_bFirst International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings /
_cedited by M. Jorge Cardoso, Tal Arbel, Enzo Ferrante, Xavier Pennec, Adrian V. Dalca, Sarah Parisot, Sarang Joshi, Nematollah K. Batmanghelich, Aristeidis Sotiras, Mads Nielsen, Mert R. Sabuncu, Tom Fletcher, Li Shen, Stanley Durrleman, Stefan Sommer.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXV, 250 p. 83 illus.
_bonline resource.
336 _atext
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337 _acomputer
_bc
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338 _aonline resource
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v10551
520 _aThis book constitutes the refereed joint proceedings of the First International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2017, the 6th International Workshop on Mathematical Foundations of Computational Anatomy, MFCA 2017, and the Third International Workshop on Imaging Genetics, MICGen 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017. The 7 full papers presented at GRAIL 2017, the 10 full papers presented at MFCA 2017, and the 5 full papers presented at MICGen 2017 were carefully reviewed and selected. The GRAIL papers cover a wide range of graph based medical image analysis methods and applications, including probabilistic graphical models, neuroimaging using graph representations, machine learning for diagnosis prediction, and shape modeling. The MFCA papers deal with theoretical developments in non-linear image and surface registration in the context of computational anatomy. The MICGen papers cover topics in the field of medical genetics, computational biology and medical imaging.
650 0 _aComputer vision.
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650 0 _aPattern recognition systems.
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650 0 _aArtificial intelligence.
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650 0 _aMedical informatics.
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650 0 _aData mining.
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650 1 4 _aComputer Vision.
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650 2 4 _aAutomated Pattern Recognition.
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650 2 4 _aArtificial Intelligence.
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650 2 4 _aHealth Informatics.
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650 2 4 _aData Mining and Knowledge Discovery.
_9176969
700 1 _aCardoso, M. Jorge.
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700 1 _aArbel, Tal.
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700 1 _aFerrante, Enzo.
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700 1 _aPennec, Xavier.
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700 1 _aDalca, Adrian V.
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700 1 _aParisot, Sarah.
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700 1 _aJoshi, Sarang.
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700 1 _aBatmanghelich, Nematollah K.
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700 1 _aSotiras, Aristeidis.
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700 1 _aNielsen, Mads.
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700 1 _aSabuncu, Mert R.
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700 1 _aFletcher, Tom.
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700 1 _aShen, Li.
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700 1 _aDurrleman, Stanley.
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700 1 _aSommer, Stefan.
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830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
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