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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

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 - Lecture Notes in Computer Science

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Publisher's 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.

Book information

ISBN: 9783031443350
Publisher: Springer Nature Switzerland
Imprint: Springer
Pub date:
DEWEY: 616.07540285631
DEWEY edition: 23
Language: English
Number of pages: 220
Weight: 336g
Height: 235mm
Width: 155mm
Spine width: 13mm