Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (inbunden)
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E-bok
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Språk
Engelska
Utgivningsdatum
2023-10-06
Förlag
Springer Nature Switzerland
ISBN
9783031443367

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging E-bok

5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings

av Carole H Sudre, Christian F Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin
E-bok (LCP),  Engelska, 2023-10-06
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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.
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