Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

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6th International Workshop, UNSURE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10,2024, Proceedings, Lecture Notes in Computer Science 15167

ISBN: 3031731573
ISBN 13: 9783031731570
Herausgeber: Carole H Sudre/Raghav Mehta/Cheng Ouyang et al
Verlag: Springer Verlag GmbH
Umfang: xi, 226 S., 6 s/w Illustr., 61 farbige Illustr., 226 p. 67 illus., 61 illus. in color.
Erscheinungsdatum: 02.10.2024
Auflage: 1/2024
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 4319868 Kategorie:

Beschreibung

This book constitutes the refereed proceedings of the 6th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, on October 10, 2024. The 20 full papers presented in this book were carefully reviewed and selected from 28 submissions. They are organized in the following topical sections: annotation uncertainty; clinical implementation of uncertainty modelling and risk management in clinical pipelines; out of distribution and domain shift identification and management; uncertainty modelling and estimation.

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E-Mail: juergen.hartmann@springer.com

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