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 / Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells, editors.
UNSURE (Workshop) (5th : 2023 : Vancouver, B.C.).; Sudre, Carole H., editor.; Baumgartner, Christian (Professor of health care engineering), editor.; Dalca, Adrian V. (Adrian Vasile), editor.; Mehta, Raghav, editor.; Qin, Chen, editor.; Wells, William M., editor.; International Conference on Medical Image Computing and Computer-Assisted Intervention (26th : 2023 : Vancouver, B.C.)
2023
RC78.7.D53
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Title
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 / Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells, editors.
Meeting Name
UNSURE (Workshop) (5th : 2023 : Vancouver, B.C.).
ISBN
9783031443367 (electronic bk.)
3031443365 (electronic bk.)
9783031443350
3031443357
3031443365 (electronic bk.)
9783031443350
3031443357
Published
Cham : Springer, [2023]
Copyright
©2023
Language
English
Description
1 online resource (xiii, 220 pages) : illustrations (chiefly color).
Item Number
10.1007/978-3-031-44336-7 doi
Call Number
RC78.7.D53
Dewey Decimal Classification
616.07/54
Summary
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.
Note
Conference proceedings.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed October 12, 2023).
Added Author
Sudre, Carole H., editor.
Baumgartner, Christian (Professor of health care engineering), editor.
Dalca, Adrian V. (Adrian Vasile), editor.
Mehta, Raghav, editor.
Qin, Chen, editor.
Wells, William M., editor.
Baumgartner, Christian (Professor of health care engineering), editor.
Dalca, Adrian V. (Adrian Vasile), editor.
Mehta, Raghav, editor.
Qin, Chen, editor.
Wells, William M., editor.
Added Meeting Name
International Conference on Medical Image Computing and Computer-Assisted Intervention (26th : 2023 : Vancouver, B.C.)
Series
Lecture notes in computer science ; 14291. 1611-3349
Available in Other Form
Print version: 9783031443350
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Table of Contents
Uncertainty estimation and modelling
Out of Distribution management and domain shift robustness
Bayesian deep learning and uncertainty calibration.
Out of Distribution management and domain shift robustness
Bayesian deep learning and uncertainty calibration.