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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
7th International Workshop, UNSURE 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings
Springer
ISBN 978-3-032-06592-6
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Softcover
2025
69 s/w-Abbildungen.
Umfang: XI, 246 S.
Format (B x L): 15.5 x 23.5 cm
Gewicht: 400
Verlag: Springer
ISBN: 978-3-032-06592-6
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Lecture Notes in Computer Science
Produktbeschreibung
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.
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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