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 / [electronic resource] :
edited by Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells.
- 1st ed. 2023.
- XIII, 220 p. 58 illus., 54 illus. in color. online resource.
- Lecture Notes in Computer Science, 14291 1611-3349 ; .
- Lecture Notes in Computer Science, 14291 .
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
10.1007/978-3-031-44336-7 doi
Artificial intelligence.
Image processing--Digital techniques.
Computer vision.
Computers.
Application software.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computing Milieux.
Computer and Information Systems Applications.
Q334-342 TA347.A78
006.3
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
10.1007/978-3-031-44336-7 doi
Artificial intelligence.
Image processing--Digital techniques.
Computer vision.
Computers.
Application software.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computing Milieux.
Computer and Information Systems Applications.
Q334-342 TA347.A78
006.3