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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Softcover - 9783031731570
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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.

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

Details

Verlag Springer International Publishing
Ersterscheinung 02. Oktober 2024
Maße 23.5 cm x 15.5 cm
Gewicht 371 Gramm
Format Softcover
ISBN-13 9783031731570
Seiten 226

Schlagwörter

Angewandte Informatik, Artificial Intelligence, Bildverarbeitung, Computer and Information Systems Applications, Computer Imaging - Vision - Pattern Recognition and Graphics, Computing Milieux, Informationstechnik (IT) - allgemeine Themen, Künstliche Intelligenz

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