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001438020 001__ 1438020
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001438020 019__ $$a1260344702$$a1266809067
001438020 020__ $$a9783030804329$$q(electronic bk.)
001438020 020__ $$a3030804321$$q(electronic bk.)
001438020 020__ $$z3030804313
001438020 020__ $$z9783030804312
001438020 0247_ $$a10.1007/978-3-030-80432-9$$2doi
001438020 035__ $$aSP(OCoLC)1259665969
001438020 040__ $$aYDX$$beng$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCO$$dOCLCF$$dDCT$$dOCLCQ$$dCOM$$dOCLCO$$dOCLCQ
001438020 049__ $$aISEA
001438020 050_4 $$aRC78.7.D53
001438020 08204 $$a616.07/54$$223
001438020 1112_ $$aMedical Image Understanding and Analysis (Conference)$$n(25th :$$d2021 :$$cOnline)
001438020 24510 $$aMedical image understanding and analysis :$$b25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12-14, 2021, Proceedings /$$cBartłomiej W. Papież, Mohammad Yaqub, Jianbo Jiao, Ana I. L. Namburete, J. Alison Noble (eds.).
001438020 2463_ $$aMIUA 2021
001438020 260__ $$aCham, Switzerland :$$bSpringer,$$c2021.
001438020 300__ $$a1 online resource
001438020 336__ $$atext$$btxt$$2rdacontent
001438020 337__ $$acomputer$$bc$$2rdamedia
001438020 338__ $$aonline resource$$bcr$$2rdacarrier
001438020 347__ $$atext file
001438020 347__ $$bPDF
001438020 4901_ $$aLecture notes in computer science ;$$v12722
001438020 4901_ $$aLNCS sublibrary, SL 6, Image processing, computer vision, pattern recognition, and graphics
001438020 500__ $$aIncludes author index.
001438020 504__ $$aReferences-Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR Images-1 Introduction-2 Methods-2.1 Problem Definition-2.2 Overall Training Loss Function-2.3 Lesion-Level Cost-Sensitive Classification Loss-2.4 Slice-Level Cost-Sensitive Classification Loss-3 Experiments and Evaluation-3.1 Data Set and Implementation Details-3.2 Evaluation Metrics-4 Results-4.1 Adjusting Mis-classification Cost at Lesion-Level-4.2 Adjusting Mis-classification Cost at Slice-Level.
001438020 5050_ $$aBiomarker detection -- Image registration, and reconstruction -- Image Segmentation -- Generative models, biomedical simulation and modelling -- Classification -- Image enhancement, quality assessment, and data privacy -- Radiomics, predictive models, and quantitative imaging.
001438020 506__ $$aAccess limited to authorized users.
001438020 520__ $$aThis book constitutes the refereed proceedings of the 25th Conference on Medical Image Understanding and Analysis, MIUA 2021, held in July 2021. Due to COVID-19 pandemic the conference was held virtually. The 32 full papers and 8 short papers presented were carefully reviewed and selected from 77 submissions. They were organized according to following topical sections: biomarker detection; image registration, and reconstruction; image segmentation; generative models, biomedical simulation and modelling; classification; image enhancement, quality assessment, and data privacy; radiomics, predictive models, and quantitative imaging.
001438020 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed July 21, 2021).
001438020 650_0 $$aDiagnostic imaging$$vCongresses.
001438020 650_0 $$aDiagnostic imaging$$xData processing$$vCongresses.
001438020 650_6 $$aImagerie pour le diagnostic$$vCongrès.
001438020 650_6 $$aImagerie pour le diagnostic$$xInformatique$$vCongrès.
001438020 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001438020 655_7 $$aConference papers and proceedings.$$2lcgft
001438020 655_7 $$aActes de congrès.$$2rvmgf
001438020 655_0 $$aElectronic books.
001438020 7001_ $$aPapież, Bartłomiej W.$$eeditor.$$0(orcid)0000-0002-8432-2511$$1https://orcid.org/0000-0002-8432-2511
001438020 7001_ $$aYaqub, Mohammad,$$eeditor$$0(orcid)0000-0001-6896-1105$$1https://orcid.org/0000-0001-6896-1105
001438020 7001_ $$aJiao, Jianbo,$$eeditor$$0(orcid)0000-0003-0833-5115$$1https://orcid.org/0000-0003-0833-5115
001438020 7001_ $$aNamburete, Ana I. L.,$$eeditor$$0(orcid)0000-0002-9119-436X$$1https://orcid.org/0000-0002-9119-436X
001438020 7001_ $$aNoble, J. Alison,$$eeditor$$1https://orcid.org/0000-0002-3060-3772
001438020 830_0 $$aLecture notes in computer science ;$$v12722.
001438020 830_0 $$aLNCS sublibrary.$$nSL 6,$$pImage processing, computer vision, pattern recognition, and graphics.
001438020 852__ $$bebk
001438020 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-80432-9$$zOnline Access$$91397441.1
001438020 909CO $$ooai:library.usi.edu:1438020$$pGLOBAL_SET
001438020 980__ $$aBIB
001438020 980__ $$aEBOOK
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