Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Paperback)

Carole H. Sudre

ISBN 10: 3031443357 / ISBN 13: 9783031443350

Published by Springer International Publishing AG, Cham, 2023

About this Item

Paperback. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Seller Inventory # 9783031443350

Bibliographic Details

• Title: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Paperback)
• Publisher: Springer International Publishing AG, Cham
• Publication Date: 2023
• Language: English
• ISBN 10: 3031443357
• ISBN 13: 9783031443350
• Binding: Paperback
• Edition: 1st Edition
• Condition: new

About this title

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.