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024 7 _a10.1007/978-3-030-80432-9
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245 1 0 _aMedical Image Understanding and Analysis
_h[electronic resource] :
_b25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12-14, 2021, Proceedings /
_cedited by Bartłomiej W. Papież, Mohammad Yaqub, Jianbo Jiao, Ana I. L. Namburete, J. Alison Noble.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXV, 561 p. 238 illus., 207 illus. in color.
_bonline resource.
336 _atext
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_2rdacontent
337 _acomputer
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338 _aonline resource
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v12722
505 0 _aBiomarker detection -- Image registration, and reconstruction -- Image Segmentation -- Generative models, biomedical simulation and modelling -- Classification -- Image enhancement, quality assessment, and data privacy -- Radiomics, predictive models, and quantitative imaging.
520 _aThis book constitutes the refereed proceedings of the 25th Conference on Medical Image Understanding and Analysis, MIUA 2021, held in July 2021. Due to COVID-19 pandemic the conference was held virtually. The 32 full papers and 8 short papers presented were carefully reviewed and selected from 77 submissions. They were organized according to following topical sections: biomarker detection; image registration, and reconstruction; image segmentation; generative models, biomedical simulation and modelling; classification; image enhancement, quality assessment, and data privacy; radiomics, predictive models, and quantitative imaging.
650 0 _aComputer vision.
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650 0 _aMachine learning.
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650 0 _aSocial sciences
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650 0 _aEducation
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650 0 _aBioinformatics.
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650 0 _aPattern recognition systems.
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650 1 4 _aComputer Vision.
_9100733
650 2 4 _aMachine Learning.
_91831
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_931815
650 2 4 _aComputers and Education.
_941129
650 2 4 _aComputational and Systems Biology.
_931619
650 2 4 _aAutomated Pattern Recognition.
_931568
700 1 _aPapież, Bartłomiej W.
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700 1 _aYaqub, Mohammad.
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700 1 _aJiao, Jianbo.
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700 1 _aNamburete, Ana I. L.
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700 1 _aNoble, J. Alison.
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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,
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856 4 0 _uhttps://doi.org/10.1007/978-3-030-80432-9
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