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9783031731570: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

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ISBN 10 : 3031731573 ISBN 13 : 9783031731570

Editeur : Springer, 2024

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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.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer
Date d'�dition: 2024
Langue: anglais
ISBN 10: 3031731573
ISBN 13: 9783031731570
Reliure: Broch�
Nombre de pages: 240
�diteur: Sudre Carole H., Mehta Raghav, Ouyang Cheng, Qin Chen, Rakic Marianne, Wells William M.
Coordonn�es du fabricant: Springer Nature Customer Service Center GmbH
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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Paperback)

Carole H. Sudre

Edit� par Springer International Publishing AG, Cham, 2024

ISBN 10 : 3031731573 ISBN 13 : 9783031731570

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Paperback. Etat : new. Paperback. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N� de r�f. du vendeur 9783031731570

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Carole H. Sudre

Edit� par Springer, Berlin, Springer Nature Switzerland, Springer, 2024

ISBN 10 : 3031731573 ISBN 13 : 9783031731570

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 226 pp. Englisch. N� de r�f. du vendeur 9783031731570

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Lecture Notes in Computer Science)

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Lecture Notes in Computer Science)

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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)

Edit� par Springer-Nature New York Inc, 2024

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Carole H. Sudre

Edit� par Springer Nature Switzerland, Springer Nature Switzerland Okt 2024, 2024

ISBN 10 : 3031731573 ISBN 13 : 9783031731570

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Taschenbuch. Etat : Neu. Neuware -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.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 240 pp. Englisch. N� de r�f. du vendeur 9783031731570

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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

Edit� par Springer Nature Switzerland, Springer Nature Switzerland, 2024

ISBN 10 : 3031731573 ISBN 13 : 9783031731570

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Taschenbuch. Etat : Neu. 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 r�f. du vendeur 9783031731570

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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 (u. a.)

Edit� par Springer, 2024

ISBN 10 : 3031731573 ISBN 13 : 9783031731570

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Taschenbuch. Etat : Neu. 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 (u. a.) | Taschenbuch | xi | Englisch | 2024 | Springer | EAN 9783031731570 | Verantwortliche Person f�r die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. N� de r�f. du vendeur 129969447

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