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
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 reviewe...
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| Weitere Verfasser: | , , , , , |
| Dokumenttyp: | Konferenzschrift |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham
Springer
[2025]
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| Schriftenreihe: | Lecture notes in computer science
15167 |
| In: |
Lecture notes in computer science (15167)
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| Volumes / Articles: | Show Volumes / Articles. |
| Schlagworte: | |
| Online-Zugang: | Verlag, Cover: https://www.dietmardreier.de/annot/564C42696D677C7C393738333033313733313537307C7C434F50.jpg?sq=2 Inhaltsverzeichnis: https://www.gbv.de/dms/tib-ub-hannover/1905019335.pdf 
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| Verfasserangaben: | Carole H. Sudre, Raghav Mehta, Cheng Ouyang, Chen Qin, Marianne Rakic, William M. Wells, editors |
| Zusammenfassung: | 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 |
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| Beschreibung: | Literaturangaben |
| ISBN: | 9783031731570 |