Uncertainty for Safe Utilization of Machine Learning in Medical Imaging: 5th International Workshop, Unsure 2023, Held in Conjunction With Miccai ... Canada, October 12, 2023, Proceedings: 14291 - Brossura

Brossura

ISBN 10: 3031443357 ISBN 13: 9783031443350

Casa editrice: Springer, 2023

Riassunto

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.

Dettagli dell'edizione

• Editore: Springer
• Data di pubblicazione: 2023
• Lingua: Inglese
• ISBN 10: 3031443357
• ISBN 13: 9783031443350
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 236
• Redattore: Sudre Carole H., Baumgartner Christian F., Dalca Adrian, Mehta Raghav, Qin Chen, Wells William M.
• Contatto del produttore: non disponibile
• Persona responsabile: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Germania