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.

Sudre, Carole H.,; Baumgartner, Christian; Dalca, Adrian V.; Mehta, Raghav,; Qin, Chen,; Wells, William M.,

doi:10.1007/978-3-031-44336-7

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

DOI

https://doi.org/10.1007/978-3-031-44336-7

Published

Cham : Springer, [2023]

Copyright

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.

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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.

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