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

Carole H. Sudre

ISBN 10: 3031731573 / ISBN 13: 9783031731570

Verlag: Springer Nature Switzerland, Springer Nature Switzerland, 2024

Beschreibung

Druck auf Anfrage Neuware - Printed after ordering - 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. Bestandsnummer des Verkäufers 9783031731570

Bibliografische Details

Titel: Uncertainty for Safe Utilization of Machine ...

Verlag: Springer Nature Switzerland, Springer Nature Switzerland

Erscheinungsdatum: 2024

Einband: Taschenbuch

Zustand: Neu

Über diesen Titel

Inhaltsangabe:

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.