LEADER 03600nam 22007695 450 001 9910490023603321 005 20251225175105.0 010 $a3-030-80432-1 024 7 $a10.1007/978-3-030-80432-9 035 $a(CKB)4100000011979517 035 $a(MiAaPQ)EBC6676157 035 $a(Au-PeEL)EBL6676157 035 $a(OCoLC)1260344702 035 $a(PPN)257358889 035 $a(BIP)80805443 035 $a(BIP)80457157 035 $a(DE-He213)978-3-030-80432-9 035 $a(EXLCZ)994100000011979517 100 $a20210705d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMedical Image Understanding and Analysis $e25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12?14, 2021, Proceedings /$fedited by Bart?omiej W. Papie?, Mohammad Yaqub, Jianbo Jiao, Ana I. L. Namburete, J. Alison Noble 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (566 pages) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics,$x3004-9954 ;$v12722 300 $aIncludes index. 311 08$a3-030-80431-3 327 $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. 330 $aThis book constitutes the refereed proceedings of the 25th Conference on Medical Image Understanding and Analysis, MIUA 2021, held in July 2021. Due to COVID-19 pandemic the conference was held virtually. The 32 full papers and 8 short papers presented were carefully reviewed and selected from 77 submissions. They were organized according to following topical sections: biomarker detection; image registration, and reconstruction; image segmentation; generative models, biomedical simulation and modelling; classification; image enhancement, quality assessment, and data privacy; radiomics, predictive models, and quantitative imaging. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics,$x3004-9954 ;$v12722 606 $aComputer vision 606 $aMachine learning 606 $aSocial sciences$xData processing 606 $aEducation$xData processing 606 $aBioinformatics 606 $aPattern recognition systems 606 $aComputer Vision 606 $aMachine Learning 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputers and Education 606 $aComputational and Systems Biology 606 $aAutomated Pattern Recognition 615 0$aComputer vision. 615 0$aMachine learning. 615 0$aSocial sciences$xData processing. 615 0$aEducation$xData processing. 615 0$aBioinformatics. 615 0$aPattern recognition systems. 615 14$aComputer Vision. 615 24$aMachine Learning. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputers and Education. 615 24$aComputational and Systems Biology. 615 24$aAutomated Pattern Recognition. 676 $a616.0754 702 $aPapiez$b Bart?omiej W. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910490023603321 996 $aMedical Image Understanding and Analysis$93655360 997 $aUNINA