Uncertainty for Safe Utilization of Machine Learning in Medical Imaging : 5th International Workshop, UNSURE 2023, Held in Conju, Sudre, Carole H. (ed.); Baumgartner, Christian F. (ed.); Dalca, Adrian (ed.); Mehta, Raghav (ed.); Qin, Chen (ed.); Wells, Willi, Springer

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging : 5th International Workshop, UNSURE 2023, Held in Conju

Carole H. Sudre (ed.), Christian F. Baumgartner (ed.), Adrian Dalca (ed.), Raghav Mehta (ed.), Chen Qin (ed.), Willi Wells

57,30 €

Springer
Sivumäärä: 220 sivua
Asu: Pehmeäkantinen kirja
Julkaisuvuosi: 2023, 07.10.2023 (lisätietoa)
Kieli: Englanti
Tuotesarja: Lecture Notes in Computer Science 14291

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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