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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

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 - Lecture Notes in Computer Science

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Publisher's Synopsis

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.

Book information

ISBN: 9783031731570
Publisher: Springer Nature Switzerland
Imprint: Springer
Pub date:
DEWEY: 616.07540285631
DEWEY edition: 23
Language: English
Number of pages: 226
Weight: 358g
Height: 235mm
Width: 155mm
Spine width: 13mm