Uncertainty for Safe Utilization of Machine Learning in Medical Imaging: 6th International Workshop, Unsure 2024, Held in Conjunction With Miccai 2024, Marrakesh, Morocco, October 10, 2024, Proceedings

Sudre, Carole H. (Editor)/ Mehta, Raghav (Editor)/ Ouyang, Cheng (Editor)/ Qin, Chen (Editor)/ Rakic, Marianne (Editor)

ISBN 10: 3031731573 / ISBN 13: 9783031731570

Published by Springer-Nature New York Inc, 2024

About this Item

237 pages. 9.25x6.10x9.25 inches. In Stock.

Seller Inventory # x-3031731573

Bibliographic Details

• Title: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging: 6th International Workshop, Unsure 2024, Held in Conjunction With Miccai 2024, Marrakesh, Morocco, October 10, 2024, Proceedings
• Publisher: Springer-Nature New York Inc
• Publication Date: 2024
• Language: English
• ISBN 10: 3031731573
• ISBN 13: 9783031731570
• Binding: Paperback
• Condition: Brand New
• Weight: 0.36 kilograms

About this title

Synopsis

This book constitutes the refereed proceedings of the 6th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, on October 10, 2024.

The 20 full papers presented in this book were carefully reviewed and selected from 28 submissions. They are organized in the following topical sections: annotation uncertainty; clinical implementation of uncertainty modelling and risk management in clinical pipelines; out of distribution and domain shift identification and management; uncertainty modelling and estimation.