Uncertainty 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 /

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 p...

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Bibliografiske detaljer
Institution som forfatter: SpringerLink (Online service)
Andre forfattere: Sudre, Carole H. (Editor), Baumgartner, Christian F. (Editor), Dalca, Adrian (Editor), Mehta, Raghav (Editor), Qin, Chen (Editor), Wells, William M. (Editor)
Format: Electronisk eBog
Sprog:engelsk
Udgivet: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Udgivelse:1st ed. 2023.
Serier:Lecture Notes in Computer Science, 14291
Fag:
Online adgang:https://doi.org/10.1007/978-3-031-44336-7
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Indholdsfortegnelse:
  • Uncertainty estimation and modelling
  • Out of Distribution management and domain shift robustness
  • Bayesian deep learning and uncertainty calibration.