书目名称 | Uncertainty for Safe Utilization of Machine Learning in Medical Imaging |
副标题 | 5th International Wo |
编辑 | Carole H. Sudre,Christian F. Baumgartner,William M |
视频video | |
丛书名称 | Lecture Notes in Computer Science |
图书封面 |  |
描述 | 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.. |
出版日期 | Conference proceedings 2023 |
关键词 | Uncertainty modelling; Machine learning; Medical Imaging; Uncertainty calibration; artificial intelligen |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-44336-7 |
isbn_softcover | 978-3-031-44335-0 |
isbn_ebook | 978-3-031-44336-7Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
issn_series | 0302-9743 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |