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020 _a9783319661827
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024 7 _a10.1007/978-3-319-66182-7
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245 1 0 _aMedical Image Computing and Computer Assisted Intervention − MICCAI 2017
_h[electronic resource] :
_b20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I /
_cedited by Maxime Descoteaux, Lena Maier-Hein, Alfred Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXLVI, 811 p. 343 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v10433
520 _aThe three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held in Quebec City, Canada, in September 2017. The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature extraction and classification techniques; and machine learning in medical image computing.
650 0 _aComputer vision.
_985764
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aMathematical statistics.
_99597
650 0 _aPattern recognition systems.
_93953
650 0 _aMedical informatics.
_94729
650 1 4 _aComputer Vision.
_985768
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aProbability and Statistics in Computer Science.
_931857
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aHealth Informatics.
_931799
700 1 _aDescoteaux, Maxime.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_985771
700 1 _aMaier-Hein, Lena.
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_4http://id.loc.gov/vocabulary/relators/edt
_985773
700 1 _aFranz, Alfred.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_985774
700 1 _aJannin, Pierre.
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_4http://id.loc.gov/vocabulary/relators/edt
_985775
700 1 _aCollins, D. Louis.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_985777
700 1 _aDuchesne, Simon.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_985779
710 2 _aSpringerLink (Online service)
_985781
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783319661834
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v10433
_985782
856 4 0 _uhttps://doi.org/10.1007/978-3-319-66182-7
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