BÜCHER VERSANDKOSTENFREI INNERHALB DEUTSCHLANDS
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
Springer
ISBN 978-3-031-73157-0
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Softcover
2024
6 s/w-Abbildungen, 61 Farbabbildungen.
In englischer Sprache
Umfang: xi, 226 S.
Format (B x L): 15,5 x 23,5 cm
Verlag: Springer
ISBN: 978-3-031-73157-0
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Lecture Notes in Computer Science
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.
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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