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020 _a9783030466404
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024 7 _a10.1007/978-3-030-46640-4
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245 1 0 _aBrainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
_h[electronic resource] :
_b5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part I /
_cedited by Alessandro Crimi, Spyridon Bakas.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXVI, 400 p. 156 illus., 140 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
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347 _atext file
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v11992
505 0 _aBrain Lesion Image Analysis -- Brain Tumor Image Segmentation -- Combined MRI and Pathology Brain Tumor Classification -- Tools Allowing Clinical Translation of Image Computing Algorithms.
520 _aThe two-volume set LNCS 11992 and 11993 constitutes the thoroughly refereed proceedings of the 5th International MICCAI Brainlesion Workshop, BrainLes 2019, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge, as well as the tutorial session on Tools Allowing Clinical Translation of Image Computing Algorithms (TACTICAL). These were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Shenzhen, China, in October 2019. The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (12 selected papers from 32 submissions); brain tumor image segmentation (57 selected papers from 102 submissions); combined MRI and pathology brain tumor classification (4 selected papers from 5 submissions); tools allowing clinical translation of image computing algorithms (2 selected papers from 3 submissions.).
650 0 _aComputer vision.
650 0 _aMachine learning.
650 0 _aApplication software.
650 0 _aEducation
_xData processing.
650 0 _aPattern recognition systems.
650 1 4 _aComputer Vision.
650 2 4 _aMachine Learning.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aComputers and Education.
650 2 4 _aAutomated Pattern Recognition.
700 1 _aCrimi, Alessandro.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBakas, Spyridon.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030466398
776 0 8 _iPrinted edition:
_z9783030466411
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v11992
856 4 0 _uhttps://doi.org/10.1007/978-3-030-46640-4
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