Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
Buch
- 5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings
- Herausgeber: Carole H. Sudre, Christian F. Baumgartner, William M. Wells, Raghav Mehta, Chen Qin, Adrian Dalca
- Springer Nature Switzerland, 10/2023
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783031443350
- Bestellnummer: 11623407
- Umfang: 236 Seiten
- Nummer der Auflage: 23001
- Auflage: 1st ed. 2023
- Gewicht: 365 g
- Maße: 235 x 155 mm
- Stärke: 13 mm
- Erscheinungstermin: 7.10.2023
- Serie: Lecture Notes in Computer Science - Band 14291
Achtung: Artikel ist nicht in deutscher Sprache!
Weitere Ausgaben von Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
Klappentext
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.