Wow! eBook
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
Author(s): Carole H. Sudre (Editor), Mobarak I. Hoque (Editor), Raghav Mehta (Editor), Cheng Ouyang (Editor), Chen Qin (Editor), Marianne Rakic (Editor), William M. Wells (Editor)
- Publisher: Springer
- Publication Date: September 29, 2025
- Language: English
- Print length: 260 pages
- ISBN-10: 3032065925
- ISBN-13: 9783032065926
Book Description
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.
