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
Series: Lecture Notes in Computer Science; 14291;
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Product details:
- Edition number 1st ed. 2023
- Publisher Springer Nature Switzerland
- Date of Publication 7 October 2023
- Number of Volumes 1 pieces, Book
- ISBN 9783031443350
- Binding Paperback
- No. of pages220 pages
- Size 235x155 mm
- Weight 367 g
- Language English
- Illustrations XIII, 220 p. 58 illus., 54 illus. in color. Illustrations, black & white 501
Categories
Long description:
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.
Table of Contents:
Uncertainty estimation and modelling.- Out of Distribution management and domain shift robustness.- Bayesian deep learning and uncertainty calibration.
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