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100   $a20231006d2023      u|         0
101 0 $aeng
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200 10$aUncertainty for Safe Utilization of Machine Learning in Medical Imaging $e5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings /$fedited by Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells
205   $a1st ed. 2023.
210  1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023.
215   $a1 online resource (232 pages)
225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14291
311 08$aPrint version: Sudre, Carole H. Uncertainty for Safe Utilization of Machine Learning in Medical Imaging Cham : Springer,c2023 9783031443350 
327   $aUncertainty estimation and modelling -- Out of Distribution management and domain shift robustness -- Bayesian deep learning and uncertainty calibration.
330   $aThis book constitutes the refereed proceedings of the 5th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2023, held in conjunction with MICCAI 2023 in Vancouver, Canada, in October 2023. For this workshop, 21 papers from 32 submissions were accepted for publication. The accepted papers cover the fields of uncertainty estimation and modeling, as well as out of distribution management, domain shift robustness, Bayesian deep learning and uncertainty calibration.
410  0$aLecture Notes in Computer Science,$x1611-3349 ;$v14291
606   $aArtificial intelligence
606   $aImage processing$xDigital techniques
606   $aComputer vision
606   $aComputers
606   $aApplication software
606   $aArtificial Intelligence
606   $aComputer Imaging, Vision, Pattern Recognition and Graphics
606   $aComputing Milieux
606   $aComputer and Information Systems Applications
615  0$aArtificial intelligence.
615  0$aImage processing$xDigital techniques.
615  0$aComputer vision.
615  0$aComputers.
615  0$aApplication software.
615 14$aArtificial Intelligence.
615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics.
615 24$aComputing Milieux.
615 24$aComputer and Information Systems Applications.
676   $a006.3
700   $aSudre$b Carole H$01431730
701   $aBaumgartner$b Christian F$01431731
701   $aDalca$b Adrian$01431732
701   $aMehta$b Raghav$01431733
701   $aQin$b Chen$01258240
701   $aWells$b William M$01431734
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910747592003321
996   $aUncertainty for Safe Utilization of Machine Learning in Medical Imaging$93574633
997   $aUNINA