Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Lecture Notes in Computer Science) - Softcover

 
9783032065926: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Lecture Notes in Computer Science)
Softcover
ISBN 10: 3032065925 ISBN 13: 9783032065926
Verlag: Springer, 2025

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
3032065925
ISBN 13 
9783032065926
Einband
Tapa blanda
Anzahl der Seiten
260
Herausgeber
Sudre Carole H., Hoque Mobarak I., Mehta Raghav, Ouyang Cheng, Qin Chen, Rakic Marianne, Wells William M.
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