Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

£49.99

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

7th International Workshop, UNSURE 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings

Information technology: general topics Applied computing Artificial intelligence Image processing

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Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 28th September 2025

Format: LCP-protected ePub

ISBN: 9783032065933


Event Details

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.

Content Overview

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.

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