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
Author:   Carole H. Sudre ,  Mobarak I. Hoque ,  Raghav Mehta ,  Cheng Ouyang
Publisher:   Springer Nature Switzerland AG
ISBN:  

9783032065926


Pages:   246
Publication Date:   29 September 2025
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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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


Overview

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.

Full Product Details

Author:   Carole H. Sudre ,  Mobarak I. Hoque ,  Raghav Mehta ,  Cheng Ouyang
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032065926


ISBN 10:   3032065925
Pages:   246
Publication Date:   29 September 2025
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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