Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

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7th International Workshop, UNSURE 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27,2025, Proceedings, Lecture Notes in Computer Science 16166

ISBN: 3032065925
ISBN 13: 9783032065926
Herausgeber: Carole H Sudre/Mobarak I Hoque/Raghav Mehta et al
Verlag: Springer Verlag GmbH
Umfang: xi, 246 S., 2 s/w Illustr., 67 farbige Illustr., 246 p. 69 illus., 67 illus. in color.
Erscheinungsdatum: 29.09.2025
Auflage: 1/2025
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 7381670 Kategorie:

Beschreibung

This book constitutes the refereed proceedings of the 7th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2025, held in conjunction with MICCAI 2025, in Daejon, South Korea, on September 27, 2025. The 22 full papers included in this book were carefully reviewed and selected from 33 submissions. They were organized in topical sections as follows: Risk management, uncertainty interpretation and visualisation; domain shift and out-of-distribution management; uncertainty calibration; and uncertainty modelling and estimation, Bayesian deep learning.

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