| 书目名称 | Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning | | 副标题 | Second MICCAI Worksh | | 编辑 | Shadi Albarqouni,Spyridon Bakas,Ziyue Xu | | 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 Second MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2020, and the First MICCAI Workshop on Distributed and Collaborative Learning, DCL 2020, held in conjunction with MICCAI 2020 in October 2020. The conference was planned to take place in Lima, Peru, but changed to an online format due to the Coronavirus pandemic. ..For DART 2020, 12 full papers were accepted from 18 submissions. They deal with methodological advancements and ideas that can improve the applicability of machine learning (ML)/deep learning (DL) approaches to clinical settings by making them robust and consistent across different domains..For DCL 2020, the 8 papers included in this book were accepted from a total of 12 submissions. They focus on the comparison, evaluation and discussion of methodological advancement and practical ideas about machine learning applied to problems where data cannot be stored in centralized databases; where information privacy is a priority; where it is necessary to deliver strong guarantees on the amount and nature of private information that may be revealed by the model as a result of training; and where it | | 出版日期 | Conference proceedings 2020 | | 关键词 | bioinformatics; computer networks; computer security; computer vision; deep learning; education; image ana | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-60548-3 | | isbn_softcover | 978-3-030-60547-6 | | isbn_ebook | 978-3-030-60548-3Series ISSN 0302-9743 Series E-ISSN 1611-3349 | | issn_series | 0302-9743 | | copyright | Springer Nature Switzerland AG 2020 |
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发表于 2025-3-21 17:41:59
