Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (inbunden)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Serie
Lecture Notes in Computer Science (del 14291)
Antal sidor
220
Utgivningsdatum
2023-10-07
Förlag
Springer International Publishing AG
Medarbetare
Wells, William M. (red.)
Dimensioner
234 x 156 x 13 mm
Vikt
336 g
ISBN
9783031443350

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

av Carole H Sudre, Christian F Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin
Häftad,  Engelska, 2023-10-07
743
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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.
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