Sudre / Mehta / Ouyang / Qin / Rakic / Wells

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

6th International Workshop, UNSURE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings

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auch verfügbar als eBook (PDF) für 128,39 €

Fachbuch

Buch. Softcover

2024

xi, 226 S. 6 s/w-Abbildungen, 61 Farbabbildungen, Bibliographien.

In englischer Sprache

Springer. ISBN 978-3-031-73157-0

Format (B x L): 15,5 x 23,5 cm

Das Werk ist Teil der Reihe: Lecture Notes in Computer Science; 15167

Produktbeschreibung

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.