TY  - GEN
AB  - 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.
AU  - Sudre, Carole H.,
AU  - Baumgartner, Christian
AU  - Dalca, Adrian V.
AU  - Mehta, Raghav,
AU  - Qin, Chen,
AU  - Wells, William M.,
CN  - RC78.7.D53
DO  - 10.1007/978-3-031-44336-7
DO  - doi
ID  - 1482322
KW  - Imagerie pour le diagnostic
KW  - Intelligence artificielle en médecine
KW  - Apprentissage automatique
KW  - Diagnostic imaging
KW  - Artificial intelligence
KW  - Machine learning
LK  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-44336-7
N1  - Conference proceedings.
N1  - Includes author index.
N2  - 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.
SN  - 9783031443367
SN  - 3031443365
T1  - 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 /
TI  - 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 /
UR  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-44336-7
VL  - 14291
ER  -