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 imaging : 5th international workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, proceedings /
UNSURE 2023
Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells, editors.
- 1 online resource (xiii, 220 pages) : illustrations (chiefly color).
- Lecture notes in computer science, 14291 1611-3349 ; .
- Lecture notes in computer science ; 14291. .
Conference proceedings. Includes author index.
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.
9783031443367 3031443365
10.1007/978-3-031-44336-7 doi
Diagnostic imaging--Data processing--Congresses.
Artificial intelligence--Medical applications--Congresses.
Machine learning--Congresses.
Imagerie pour le diagnostic--Informatique--Congrès.
Intelligence artificielle--Applications en médecine--Congrès.
Apprentissage automatique--Congrès.
Artificial intelligence--Medical applications
Diagnostic imaging--Data processing
Machine learning
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
RC78.7.D53
616.07/54
Conference proceedings. Includes author index.
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.
9783031443367 3031443365
10.1007/978-3-031-44336-7 doi
Diagnostic imaging--Data processing--Congresses.
Artificial intelligence--Medical applications--Congresses.
Machine learning--Congresses.
Imagerie pour le diagnostic--Informatique--Congrès.
Intelligence artificielle--Applications en médecine--Congrès.
Apprentissage automatique--Congrès.
Artificial intelligence--Medical applications
Diagnostic imaging--Data processing
Machine learning
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
RC78.7.D53
616.07/54