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

Sudre, Carole H./ Baumgartner, Christian F. (Editor)/ Dalca, Adrian (Editor)/ Mehta, Raghav (Editor)/ Qin, Chen (Editor)

ISBN 10: 3031443357 / ISBN 13: 9783031443350

Published by Springer-Nature New York Inc, 2023

About this Item

233 pages. 9.25x6.10x0.50 inches. In Stock. This item is printed on demand.

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Bibliographic Details

• Title: 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
• Publisher: Springer-Nature New York Inc
• Publication Date: 2023
• Language: English
• ISBN 10: 3031443357
• ISBN 13: 9783031443350
• Binding: Paperback
• Condition: Brand New
• Weight: 0.34 kilograms

About this title

Synopsis

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. 

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