Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Know about the book -

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 3032065933 (ISBN 10) and 9783032065933 (ISBN 13).

This book constitutes the refereed proceedings of the 7th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2025, held in conjunction with MICCAI 2025, in Daejon, South Korea, on September 27, 2025. The 22 full papers included in this book were carefully reviewed and selected from 33 submissions. They were organized in topical sections as follows: Risk management, uncertainty interpretation and visualisation; domain shift and out-of-distribution management; uncertainty calibration; and uncertainty modelling and estimation, Bayesian deep learning.