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Uncertainty for safe utilization of machine learning in medical imaging = 5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Uncertainty for safe utilization of machine learning in medical imaging/ edited by Carole H. Sudre ... [et al.].
Reminder of title:	5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /
remainder title:	UNSURE 2023
other author:	Sudre, Carole H.
corporate name:	Workshop on the Preservation of Stability under Discretization
Published:	Cham :Springer Nature Switzerland : : 2023.,
Description:	xiii, 220 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
Subject:	Diagnostic imaging - Congresses. - Data processing -
Online resource:	https://doi.org/10.1007/978-3-031-44336-7
ISBN:	9783031443367

Uncertainty for safe utilization of machine learning in medical imaging = 5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /
Uncertainty for safe utilization of machine learning in medical imaging5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /[electronic resource] :UNSURE 2023edited by Carole H. Sudre ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xiii, 220 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,142910302-9743 ;. - Lecture notes in computer science ;6140..

Uncertainty estimation and modelling -- Out of Distribution management and domain shift robustness -- Bayesian deep learning and uncertainty calibration.

This book constitutes the refereed proceedings of the 5th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2023, held in conjunction with MICCAI 2023 in Vancouver, Canada, in October 2023. For this workshop, 21 papers from 32 submissions were accepted for publication. The accepted papers cover the fields of uncertainty estimation and modeling, as well as out of distribution management, domain shift robustness, Bayesian deep learning and uncertainty calibration.

ISBN: 9783031443367

Standard No.: 10.1007/978-3-031-44336-7doiSubjects--Topical Terms:

787070
Diagnostic imaging
--Data processing--Congresses.

LC Class. No.: RC78.7.D53 / U57 2023

Dewey Class. No.: 616.0754

Uncertainty for safe utilization of machine learning in medical imaging = 5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /
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