03376nam 22007095 450 991074759200332120231006153555.03-031-44336-510.1007/978-3-031-44336-7(MiAaPQ)EBC30774853(Au-PeEL)EBL30774853(DE-He213)978-3-031-44336-7(PPN)272913685(CKB)28478160500041(EXLCZ)992847816050004120231006d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierUncertainty for Safe Utilization of Machine Learning in Medical Imaging 5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings /edited by Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (232 pages)Lecture Notes in Computer Science,1611-3349 ;14291Print version: Sudre, Carole H. Uncertainty for Safe Utilization of Machine Learning in Medical Imaging Cham : Springer,c2023 9783031443350 Uncertainty estimation and modelling -- Out of Distribution management and domain shift robustness -- Bayesian deep learning and uncertainty calibration.This 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.Lecture Notes in Computer Science,1611-3349 ;14291Artificial intelligenceImage processingDigital techniquesComputer visionComputersApplication softwareArtificial IntelligenceComputer Imaging, Vision, Pattern Recognition and GraphicsComputing MilieuxComputer and Information Systems ApplicationsArtificial intelligence.Image processingDigital techniques.Computer vision.Computers.Application software.Artificial Intelligence.Computer Imaging, Vision, Pattern Recognition and Graphics.Computing Milieux.Computer and Information Systems Applications.006.3Sudre Carole H1431730Baumgartner Christian F1431731Dalca Adrian1431732Mehta Raghav1431733Qin Chen1258240Wells William M1431734MiAaPQMiAaPQMiAaPQBOOK9910747592003321Uncertainty for Safe Utilization of Machine Learning in Medical Imaging3574633UNINA