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024 7 _a10.1007/978-3-030-61056-2
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245 1 0 _aShape in Medical Imaging
_h[electronic resource] :
_bInternational Workshop, ShapeMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings /
_cedited by Martin Reuter, Christian Wachinger, Hervé Lombaert, Beatriz Paniagua, Orcun Goksel, Islem Rekik.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aVIII, 156 p. 72 illus., 61 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v12474
505 0 _aMethods -- Composition of Transformations in the Registration of Sets of Points or Oriented Points -- Uncertainty reduction in contour-based 3D/2D registration of bone surfaces -- Learning Shape Priors from Pieces -- Bi-invariant Two-Sample Tests in Lie Groups for Shape Analysis -- Learning -- Uncertain-DeepSSM: From Images to Probabilistic Shape Models -- D-Net: Siamese based Network for Arbitrarily Oriented Volume Alignment -- A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data From the Osteoarthritis Initiative -- Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes -- Applications -- Combined Estimation of Shape and Pose for Statistical Analysis of Articulating Joints -- Learning a statistical full spine model from partial observations -- Morphology-based individual vertebrae classification -- Patient Specific Classification of Dental Root Canal and Crown Shape.
520 _aThis book constitutes the proceedings of the International Workshop on Shape in Medical Imaging, ShapeMI 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer Assistend Intervention, MICCAI 2020, in October 2020. The conference was planned to take place in Lima, Peru, but changed to a virtual format due to the COVID-19 pandemic. The 12 full papers included in this volume were carefully reviewed and selected from 18 submissions. They were organized in topical sections named: methods; learning; and applications.
650 0 _aComputer vision.
_9113049
650 0 _aApplication software.
_9113050
650 0 _aMachine learning.
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650 0 _aComputers, Special purpose.
_946653
650 0 _aPattern recognition systems.
_93953
650 1 4 _aComputer Vision.
_9113051
650 2 4 _aComputer and Information Systems Applications.
_9113052
650 2 4 _aMachine Learning.
_91831
650 2 4 _aSpecial Purpose and Application-Based Systems.
_946654
650 2 4 _aAutomated Pattern Recognition.
_931568
700 1 _aReuter, Martin.
_eeditor.
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_9113053
700 1 _aWachinger, Christian.
_eeditor.
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_9113054
700 1 _aLombaert, Hervé.
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_9113055
700 1 _aPaniagua, Beatriz.
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_9113056
700 1 _aGoksel, Orcun.
_eeditor.
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_9113057
700 1 _aRekik, Islem.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9113058
710 2 _aSpringerLink (Online service)
_9113059
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v12474
_9113060
856 4 0 _uhttps://doi.org/10.1007/978-3-030-61056-2
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