Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging is written by Carole H. Sudre and published by Springer Nature. It's available with International Standard Book Number or ISBN identification 3031731581 (ISBN 10) and 9783031731587 (ISBN 13).

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.