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

Edité par Springer Nature Switzerland, Springer Nature Switzerland, 2024

A propos de cet article

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. N° de réf. du vendeur 9783031731570

Détails bibliographiques

Titre : Uncertainty for Safe Utilization of Machine ...

Éditeur : Springer Nature Switzerland, Springer Nature Switzerland

Date d'édition : 2024

Reliure : Taschenbuch

Etat : Neu

A propos de ce titre

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.