Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

£54.99

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, 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: 6th October 2023

Format: LCP-protected ePub

ISBN: 9783031443367


Workshop Details

This book constitutes the refereed proceedings of the 5th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2023, held in conjunction with MICCAI 2023 in Vancouver, Canada, in October 2023.

Publication and Content

For this workshop, 21 papers from 32 submissions were accepted for publication. The accepted papers cover the fields of uncertainty estimation and modeling, out of distribution management, domain shift robustness, Bayesian deep learning, and uncertainty calibration.

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