Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

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69,54 

5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12,2023, Proceedings, Lecture Notes in Computer Science 14291

ISBN: 3031443357
ISBN 13: 9783031443350
Herausgeber: Carole H Sudre/Christian F Baumgartner/Adrian Dalca et al
Verlag: Springer Verlag GmbH
Umfang: xiii, 220 S., 4 s/w Illustr., 54 farbige Illustr., 220 p. 58 illus., 54 illus. in color.
Erscheinungsdatum: 07.10.2023
Auflage: 1/2023
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 493527 Kategorie:

Beschreibung

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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